number false classification: 64 out of 186 0.344086021505376 $class [1] a a a c b b c b b b b a b a a a a c b c c a a c c c a a b a a a a a a a c [38] b c b c a c a a b b b a b a c a a a a c b b b b a b b b b b b a b b b b b [75] b b b a a a b b b a b b b b b b b b b b b b b b b b a a b b b b a b b b a [112] b b b b b a b b b b b b b b b b c b a c c c c a c a c b a c c c a b a c c [149] c c b b c c c c c c b b c b c c b b c a a b a a a c c c c c c c a c c c c [186] c ****** R : Copyright 2003, The R Development Core Team Version 1.7.0 (2003-04-16) R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type `license()' or `licence()' for distribution details. R is a collaborative project with many contributors. Type `contributors()' for more information. Type `demo()' for some demos, `help()' for on-line help, or `help.start()' for a HTML browser interface to help. Type `q()' to quit R. > library(MASS); > test <- read.table("lda_test.txt", sep=""); > train <- read.table("lda_train.txt", sep=""); > cl <- factor(c(rep("a",218), rep("b",289), rep("c",235))); > > test; V1 V2 V3 1 16 0 0 2 18 1 0 3 22 1 0 4 25 5 0 5 11 1 0 6 14 1 1 7 20 6 0 8 15 3 2 9 1 1 0 10 0 0 0 11 15 3 2 12 23 0 0 13 22 2 3 14 29 3 0 15 35 0 1 16 24 1 0 17 17 3 0 18 27 3 1 19 3 1 0 20 16 4 1 21 15 4 0 22 24 2 0 23 19 3 0 24 23 2 2 25 26 6 0 26 22 3 2 27 21 3 0 28 19 2 0 29 8 4 0 30 18 1 0 31 33 3 0 32 23 2 0 33 35 3 0 34 21 1 0 35 20 2 0 36 21 2 1 37 24 3 2 38 13 0 1 39 12 4 0 40 10 1 0 41 27 4 1 42 19 0 1 43 19 3 1 44 22 0 0 45 21 1 1 46 14 1 1 47 17 0 2 48 20 2 2 49 21 1 1 50 21 2 2 51 34 2 0 52 24 2 2 53 23 0 0 54 32 3 0 55 26 1 0 56 31 3 1 57 25 4 1 58 16 2 5 59 8 0 1 60 11 3 2 61 10 0 1 62 19 2 0 63 4 0 0 64 0 0 0 65 5 0 1 66 3 2 3 67 14 3 2 68 14 1 1 69 23 2 0 70 15 2 5 71 6 1 1 72 11 3 1 73 12 3 1 74 12 2 1 75 9 1 0 76 9 2 3 77 10 0 4 78 30 2 0 79 19 1 1 80 25 0 0 81 12 1 0 82 18 2 1 83 9 0 3 84 24 1 1 85 13 0 2 86 19 2 2 87 9 1 1 88 0 0 0 89 0 0 0 90 9 1 1 91 8 0 1 92 14 0 2 93 5 1 1 94 0 0 0 95 22 0 3 96 12 3 2 97 0 1 1 98 2 0 1 99 14 0 3 100 14 3 5 101 23 2 0 102 26 1 0 103 0 1 0 104 0 0 0 105 1 0 1 106 13 0 1 107 17 1 0 108 2 2 0 109 13 3 1 110 1 0 1 111 19 1 0 112 12 0 1 113 0 0 0 114 11 0 1 115 8 0 3 116 22 0 2 117 18 2 0 118 9 0 1 119 0 1 0 120 13 1 2 121 7 0 0 122 1 1 0 123 11 2 2 124 23 1 3 125 13 1 6 126 9 3 2 127 16 4 5 128 23 6 1 129 6 3 1 130 22 2 1 131 17 6 0 132 23 5 1 133 12 5 1 134 17 5 0 135 31 1 1 136 22 3 1 137 29 1 0 138 25 7 0 139 18 2 3 140 19 2 0 141 29 4 1 142 34 5 0 143 21 4 1 144 20 2 0 145 13 3 0 146 21 1 0 147 19 4 0 148 19 3 1 149 21 6 1 150 19 6 0 151 13 2 1 152 7 1 0 153 27 5 0 154 30 5 2 155 17 8 2 156 32 5 1 157 15 4 0 158 25 3 2 159 12 1 0 160 8 3 0 161 30 4 1 162 21 3 3 163 23 6 0 164 21 5 0 165 18 2 1 166 4 2 0 167 33 3 3 168 18 2 0 169 26 2 0 170 11 4 0 171 25 1 0 172 26 0 1 173 17 2 0 174 16 4 1 175 20 9 1 176 33 9 1 177 24 5 0 178 32 5 3 179 22 8 0 180 17 4 0 181 28 3 1 182 14 5 1 183 16 9 1 184 25 9 1 185 35 7 1 186 18 4 1 > train; V1 V2 V3 1 23 0 0 2 22 2 1 3 19 4 0 4 16 3 1 5 14 5 1 6 23 4 0 7 16 0 0 8 19 0 1 9 27 1 2 10 15 3 1 11 26 5 0 12 28 0 0 13 20 1 0 14 20 3 1 15 22 1 0 16 23 1 0 17 7 1 0 18 20 4 0 19 19 2 0 20 18 3 2 21 26 4 0 22 22 3 0 23 21 4 0 24 18 3 0 25 22 4 0 26 15 2 1 27 21 1 0 28 20 2 0 29 17 2 2 30 24 2 0 31 4 1 0 32 3 0 0 33 2 0 0 34 1 1 0 35 6 0 0 36 8 0 0 37 5 1 1 38 22 1 0 39 6 0 0 40 3 1 0 41 29 0 0 42 15 3 1 43 21 2 0 44 29 1 0 45 14 1 0 46 20 1 0 47 14 0 0 48 14 2 2 49 28 0 1 50 25 3 2 51 20 2 0 52 27 3 0 53 13 0 1 54 30 6 1 55 23 1 0 56 31 3 0 57 17 1 2 58 17 3 0 59 29 3 0 60 25 2 0 61 33 6 0 62 29 2 1 63 25 2 0 64 14 1 0 65 29 3 0 66 24 1 2 67 27 2 0 68 23 1 0 69 19 3 0 70 14 5 1 71 12 1 0 72 16 3 0 73 19 1 0 74 9 0 1 75 12 2 0 76 11 1 2 77 20 2 0 78 22 2 1 79 14 5 0 80 26 0 1 81 25 0 1 82 23 0 0 83 26 4 0 84 37 6 0 85 26 2 0 86 27 0 1 87 18 2 1 88 28 0 0 89 11 1 1 90 11 4 0 91 32 4 2 92 28 2 0 93 7 0 1 94 21 4 0 95 13 2 1 96 26 3 1 97 19 2 1 98 21 1 0 99 18 0 1 100 20 2 1 101 13 1 0 102 14 1 1 103 9 1 0 104 28 4 0 105 15 1 0 106 24 3 0 107 16 1 0 108 18 1 0 109 22 3 1 110 13 1 2 111 12 1 3 112 24 5 1 113 15 1 0 114 19 2 1 115 18 1 0 116 26 4 1 117 27 5 0 118 20 1 0 119 15 4 0 120 18 2 0 121 26 8 1 122 27 1 1 123 31 3 1 124 16 1 0 125 33 3 1 126 18 2 0 127 10 3 1 128 18 2 0 129 21 2 0 130 32 1 1 131 26 3 1 132 28 4 1 133 31 2 0 134 24 1 0 135 25 3 0 136 24 2 0 137 25 5 0 138 25 3 0 139 18 2 0 140 23 7 0 141 9 2 1 142 17 3 1 143 22 0 0 144 12 1 1 145 25 3 0 146 20 4 1 147 20 2 0 148 26 0 0 149 16 0 1 150 29 0 0 151 14 3 0 152 15 4 1 153 9 1 1 154 16 2 1 155 25 4 1 156 28 4 2 157 22 0 0 158 20 1 0 159 24 1 0 160 20 0 0 161 25 1 1 162 17 0 1 163 24 2 1 164 10 4 0 165 14 4 0 166 22 6 0 167 20 1 0 168 18 3 1 169 21 1 1 170 27 1 1 171 18 5 0 172 16 2 0 173 20 6 0 174 21 1 1 175 21 2 0 176 15 3 1 177 19 2 0 178 22 0 0 179 19 0 1 180 17 0 1 181 24 3 2 182 25 4 1 183 21 4 0 184 20 3 1 185 16 0 0 186 20 4 0 187 12 4 0 188 28 1 0 189 24 0 2 190 22 4 0 191 13 2 1 192 14 1 0 193 25 4 3 194 21 0 0 195 30 4 0 196 22 3 0 197 11 3 0 198 26 2 1 199 13 0 0 200 26 1 0 201 25 1 0 202 12 1 2 203 20 1 2 204 19 3 1 205 19 6 0 206 23 3 1 207 31 3 3 208 21 3 0 209 18 4 0 210 28 2 0 211 18 4 0 212 15 3 1 213 33 7 2 214 14 2 0 215 23 1 2 216 20 1 0 217 28 6 3 218 24 3 1 219 20 0 0 220 20 1 1 221 5 0 2 222 23 3 1 223 30 4 1 224 18 2 1 225 13 1 0 226 15 5 0 227 8 1 0 228 15 0 2 229 5 2 0 230 14 0 2 231 16 4 1 232 8 0 1 233 8 1 2 234 13 2 2 235 19 4 1 236 17 2 0 237 17 2 3 238 14 1 1 239 16 0 2 240 25 3 0 241 23 1 2 242 17 5 0 243 21 0 0 244 15 5 1 245 11 1 0 246 21 0 4 247 16 0 2 248 13 1 3 249 8 2 2 250 11 1 0 251 13 0 1 252 7 1 1 253 8 2 1 254 13 2 0 255 17 3 1 256 0 2 0 257 3 3 0 258 2 0 0 259 0 0 0 260 10 5 1 261 9 1 1 262 25 3 1 263 6 1 0 264 10 3 2 265 14 3 0 266 12 6 0 267 8 3 0 268 15 2 1 269 23 0 3 270 26 1 0 271 18 0 2 272 22 3 1 273 22 3 0 274 19 1 0 275 14 0 1 276 12 0 1 277 7 0 1 278 15 2 1 279 16 6 2 280 6 2 1 281 10 0 1 282 6 0 1 283 4 0 0 284 1 0 1 285 4 0 0 286 11 1 1 287 14 0 1 288 17 3 1 289 15 4 1 290 9 2 3 291 17 1 3 292 20 3 2 293 22 6 4 294 24 5 1 295 13 5 0 296 9 3 0 297 14 1 1 298 2 0 1 299 6 2 1 300 14 3 1 301 25 1 3 302 10 3 0 303 1 0 1 304 0 2 2 305 24 2 1 306 12 1 2 307 27 1 0 308 17 2 0 309 8 0 2 310 28 0 1 311 17 1 2 312 15 4 0 313 5 1 1 314 6 1 0 315 4 1 1 316 9 4 0 317 15 6 1 318 20 1 1 319 24 4 2 320 10 2 1 321 23 1 0 322 16 2 0 323 13 2 1 324 16 1 0 325 11 0 1 326 12 0 2 327 6 1 0 328 4 0 0 329 21 1 3 330 18 1 1 331 12 2 0 332 11 2 2 333 20 2 1 334 8 1 1 335 15 1 0 336 12 2 0 337 16 2 2 338 18 6 0 339 3 0 0 340 6 0 0 341 27 2 1 342 12 0 1 343 9 1 1 344 7 0 1 345 0 0 0 346 6 0 1 347 1 0 0 348 7 1 0 349 0 0 2 350 11 1 2 351 15 4 4 352 6 1 1 353 13 0 2 354 6 0 0 355 7 1 2 356 16 2 0 357 0 0 0 358 1 0 0 359 10 1 2 360 14 2 2 361 18 0 1 362 0 0 1 363 1 0 0 364 0 1 0 365 22 4 3 366 21 1 1 367 17 4 0 368 0 0 0 369 3 0 0 370 29 7 3 371 17 3 3 372 22 4 5 373 24 4 3 374 2 0 0 375 15 1 4 376 11 2 3 377 16 1 2 378 17 2 1 379 16 4 2 380 2 0 0 381 0 1 0 382 15 1 3 383 18 1 1 384 12 2 2 385 29 3 1 386 4 2 2 387 5 0 0 388 14 1 2 389 2 0 0 390 7 0 1 391 16 0 1 392 18 2 1 393 12 4 3 394 8 3 2 395 6 0 1 396 11 0 1 397 3 0 0 398 24 0 0 399 20 2 1 400 8 0 0 401 18 1 1 402 11 1 2 403 0 0 0 404 20 0 1 405 23 2 3 406 15 1 2 407 27 1 3 408 10 2 1 409 4 0 0 410 1 0 0 411 2 1 0 412 2 1 1 413 2 0 0 414 3 0 1 415 10 5 1 416 16 4 1 417 11 0 0 418 0 0 2 419 0 0 0 420 0 0 2 421 0 0 0 422 15 0 0 423 16 2 2 424 9 1 0 425 10 1 2 426 13 0 1 427 27 3 1 428 17 1 3 429 9 1 1 430 0 0 0 431 2 0 1 432 13 1 0 433 9 4 0 434 15 1 1 435 16 2 3 436 19 0 2 437 20 1 3 438 28 5 1 439 17 2 3 440 17 0 2 441 5 1 2 442 0 0 0 443 21 2 4 444 16 3 2 445 22 3 1 446 11 0 2 447 18 1 2 448 9 3 1 449 15 3 1 450 24 3 1 451 21 3 1 452 10 0 1 453 8 0 2 454 22 1 2 455 23 2 0 456 16 1 2 457 3 0 0 458 5 0 0 459 0 1 0 460 2 0 0 461 14 2 1 462 13 0 0 463 13 1 2 464 13 0 2 465 23 1 2 466 10 1 1 467 10 1 0 468 10 2 6 469 11 4 0 470 18 5 1 471 13 0 1 472 2 1 0 473 20 2 2 474 1 0 0 475 1 0 0 476 2 0 0 477 8 2 2 478 15 1 2 479 3 0 0 480 2 0 0 481 8 1 0 482 22 1 0 483 20 1 1 484 19 10 0 485 16 1 2 486 12 1 1 487 15 2 1 488 13 2 4 489 12 3 1 490 20 1 1 491 18 4 0 492 22 0 0 493 5 2 1 494 25 3 2 495 20 0 3 496 9 1 1 497 5 0 1 498 9 1 0 499 15 0 0 500 7 0 0 501 1 1 0 502 11 7 1 503 17 2 2 504 20 6 0 505 8 1 0 506 1 0 0 507 4 2 1 508 17 2 2 509 21 6 1 510 26 5 0 511 49 0 1 512 17 4 1 513 10 6 2 514 18 4 2 515 23 9 0 516 16 5 0 517 25 8 2 518 30 13 0 519 23 8 0 520 21 9 3 521 14 3 0 522 14 5 3 523 15 7 0 524 27 2 0 525 15 5 0 526 20 7 0 527 14 2 0 528 26 7 2 529 16 2 1 530 21 4 1 531 14 3 2 532 32 2 1 533 30 9 0 534 23 0 2 535 34 5 1 536 27 5 0 537 31 2 0 538 21 1 1 539 20 0 0 540 17 0 0 541 18 5 0 542 22 2 0 543 13 2 0 544 42 2 0 545 22 1 2 546 23 1 1 547 27 3 1 548 18 4 0 549 27 2 1 550 31 5 4 551 18 4 2 552 29 4 3 553 29 8 2 554 20 4 0 555 19 1 2 556 31 2 3 557 31 3 1 558 27 1 1 559 18 4 1 560 26 4 0 561 32 7 4 562 34 9 0 563 19 6 1 564 17 4 0 565 16 2 2 566 24 4 0 567 24 5 0 568 23 5 0 569 18 3 0 570 29 2 2 571 31 1 0 572 13 3 1 573 15 2 0 574 23 5 0 575 15 7 2 576 11 5 1 577 17 1 2 578 21 6 0 579 18 1 2 580 23 6 2 581 12 3 0 582 17 1 0 583 20 5 1 584 13 5 2 585 22 5 0 586 22 3 1 587 18 4 0 588 16 1 1 589 24 6 2 590 30 8 2 591 24 2 1 592 17 5 3 593 34 5 0 594 39 3 0 595 32 8 1 596 24 3 1 597 23 4 0 598 16 1 0 599 18 1 2 600 14 2 3 601 0 0 0 602 10 1 0 603 28 9 2 604 24 3 0 605 21 3 1 606 18 2 1 607 17 6 0 608 9 1 0 609 27 4 1 610 27 0 1 611 15 1 0 612 18 2 0 613 29 4 2 614 13 7 1 615 23 10 4 616 16 5 2 617 13 3 0 618 27 12 1 619 27 3 2 620 21 7 0 621 35 4 0 622 20 4 0 623 13 2 0 624 15 2 1 625 36 3 2 626 21 2 1 627 37 1 0 628 27 4 3 629 31 5 3 630 24 2 2 631 27 6 3 632 33 16 0 633 21 3 1 634 22 8 1 635 11 1 0 636 27 1 0 637 28 7 0 638 28 4 3 639 27 5 2 640 28 1 1 641 35 2 1 642 23 2 2 643 16 4 1 644 2 0 0 645 0 0 0 646 7 1 2 647 19 2 1 648 17 0 1 649 14 0 1 650 17 3 0 651 23 3 0 652 13 4 0 653 26 6 0 654 30 6 0 655 12 5 0 656 6 0 0 657 32 7 0 658 37 2 1 659 34 3 1 660 28 5 1 661 15 8 2 662 16 3 0 663 22 8 2 664 22 6 2 665 14 2 0 666 15 6 1 667 19 3 3 668 17 7 1 669 24 3 2 670 23 2 4 671 17 2 2 672 21 1 1 673 22 1 1 674 26 10 0 675 23 3 4 676 20 3 0 677 7 1 1 678 15 4 1 679 23 1 0 680 29 2 1 681 24 1 0 682 7 3 0 683 3 0 0 684 3 0 1 685 8 0 0 686 2 0 1 687 10 0 1 688 1 0 0 689 21 2 0 690 23 2 3 691 23 3 0 692 22 5 1 693 18 1 0 694 23 7 1 695 20 4 2 696 25 7 0 697 18 3 1 698 26 2 3 699 29 2 2 700 21 2 0 701 15 0 1 702 12 1 0 703 23 4 4 704 34 7 1 705 18 2 1 706 17 2 0 707 9 1 0 708 17 3 0 709 17 1 1 710 17 3 2 711 25 2 0 712 23 8 0 713 15 1 1 714 9 2 0 715 27 1 0 716 26 1 1 717 11 2 4 718 15 3 1 719 26 10 1 720 17 3 0 721 24 2 0 722 22 2 1 723 14 0 1 724 6 1 0 725 28 1 1 726 25 6 0 727 28 5 0 728 24 9 0 729 20 4 2 730 16 1 0 731 25 4 1 732 26 3 4 733 23 2 1 734 17 2 0 735 20 6 1 736 15 7 2 737 12 4 2 738 15 1 2 739 11 3 0 740 0 0 0 741 34 4 2 742 19 1 1 > cl; [1] a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a [38] a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a [75] a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a [112] a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a [149] a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a [186] a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a a b b b b [223] b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b [260] b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b [297] b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b [334] b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b [371] b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b [408] b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b [445] b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b b [482] b b b b b b b b b b b b b b b b b b b b b b b b b b c c c c c c c c c c c [519] c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c [556] c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c [593] c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c [630] c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c [667] c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c [704] c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c c [741] c c Levels: a b c > > z <- lda(train, cl); > > predict(z, test); $class [1] a a a c b b c b b b b a b a a a a c b c c a a c c c a a b a a a a a a a c [38] b c b c a c a a b b b a b a c a a a a c b b b b a b b b b b b a b b b b b [75] b b b a a a b b b a b b b b b b b b b b b b b b b b a a b b b b a b b b a [112] b b b b b a b b b b b b b b b b c b a c c c c a c a c b a c c c a b a c c [149] c c b b c c c c c c b b c b c c b b c a a b a a a c c c c c c c a c c c c [186] c Levels: a b c $posterior a b c 1 0.498433004 0.33767868 0.16388831 2 0.518905369 0.25481175 0.22628288 3 0.612018086 0.15377394 0.23420798 4 0.391516925 0.06274408 0.54573899 5 0.319036778 0.50610946 0.17485376 6 0.249638972 0.55576883 0.19459220 7 0.270367023 0.10145718 0.62817580 8 0.127276487 0.57081602 0.30190749 9 0.097744704 0.82799739 0.07425791 10 0.087421924 0.86410886 0.04846921 11 0.127276487 0.57081602 0.30190749 12 0.679656122 0.14253242 0.17781145 13 0.159506849 0.50693439 0.33355876 14 0.591662931 0.04725003 0.36108704 15 0.744874323 0.04854078 0.20658490 16 0.650104485 0.11684099 0.23305452 17 0.400124355 0.23853996 0.36133568 18 0.438419580 0.11354337 0.44803705 19 0.128682265 0.77973679 0.09158095 20 0.211461888 0.35037250 0.43816561 21 0.311593266 0.26314885 0.42525789 22 0.591840038 0.10778473 0.30037523 23 0.440061898 0.18766078 0.37227732 24 0.289937406 0.33595860 0.37410399 25 0.328152266 0.04506976 0.62677797 26 0.233883314 0.32469440 0.44142229 27 0.476753450 0.14542772 0.37781883 28 0.495446246 0.20850451 0.29604924 29 0.183703975 0.50119229 0.31510374 30 0.518905369 0.25481175 0.22628288 31 0.634346451 0.02592038 0.33973316 32 0.574810110 0.12377431 0.30141558 33 0.653196205 0.01909203 0.32771176 34 0.590854975 0.17553049 0.23361453 35 0.516989716 0.18401263 0.29899766 36 0.388141450 0.27104428 0.34081427 37 0.265880723 0.26403166 0.47008762 38 0.240004078 0.62346602 0.13652991 39 0.256330660 0.35782738 0.38584196 40 0.290534512 0.54494746 0.16451802 41 0.369108229 0.09686489 0.53402688 42 0.413493474 0.39313672 0.19336981 43 0.301545734 0.29829821 0.40015605 44 0.658648089 0.16331688 0.17803503 45 0.433020747 0.29841324 0.26856601 46 0.249638972 0.55576883 0.19459220 47 0.205490550 0.63359379 0.16091566 48 0.230499190 0.44147949 0.32802132 49 0.433020747 0.29841324 0.26856601 50 0.250170703 0.40525126 0.34457804 51 0.714161773 0.02435665 0.26148158 52 0.309708331 0.30351573 0.38677594 53 0.679656122 0.14253242 0.17781145 54 0.624354342 0.03016472 0.34548094 55 0.682881168 0.08779116 0.22932767 56 0.492776421 0.06529936 0.44192421 57 0.343486710 0.12601697 0.53049632 58 0.018523234 0.86553344 0.11594333 59 0.130333178 0.78237536 0.08729147 60 0.080203944 0.70300192 0.21679414 61 0.168880932 0.72516092 0.10595815 62 0.495446246 0.20850451 0.29604924 63 0.152810941 0.77284026 0.07434880 64 0.087421924 0.86410886 0.04846921 65 0.085754774 0.85089915 0.06334607 66 0.012264831 0.94003679 0.04769838 67 0.114239409 0.60578306 0.27997753 68 0.249638972 0.55576883 0.19459220 69 0.574810110 0.12377431 0.30141558 70 0.015945001 0.88093687 0.10311813 71 0.095094209 0.80865167 0.09625412 72 0.153805857 0.58116032 0.26503382 73 0.170545446 0.54501695 0.28443761 74 0.187553680 0.59149984 0.22094648 75 0.262964607 0.58318643 0.15384896 76 0.031008627 0.86985446 0.09913692 77 0.017537098 0.93999296 0.04246994 78 0.673908749 0.04491949 0.28117176 79 0.380880911 0.36694840 0.25217069 80 0.716800143 0.10752665 0.17567321 81 0.348171852 0.46713688 0.18469126 82 0.320234098 0.36963867 0.31012723 83 0.033427840 0.91325213 0.05332003 84 0.505240455 0.21064342 0.28411613 85 0.126288417 0.76101881 0.11269278 86 0.211195801 0.47827712 0.31052708 87 0.141596988 0.72845349 0.12994952 88 0.087421924 0.86410886 0.04846921 89 0.087421924 0.86410886 0.04846921 90 0.141596988 0.72845349 0.12994952 91 0.130333178 0.78237536 0.08729147 92 0.143672912 0.73224019 0.12408690 93 0.082642587 0.83093017 0.08642725 94 0.087421924 0.86410886 0.04846921 95 0.194607590 0.60235223 0.20304018 96 0.090666534 0.67213204 0.23720143 97 0.039268946 0.91238025 0.04835080 98 0.054896620 0.90037825 0.04472513 99 0.070534350 0.83390588 0.09555977 100 0.013045797 0.86354486 0.12340934 101 0.574810110 0.12377431 0.30141558 102 0.682881168 0.08779116 0.22932767 103 0.084739974 0.84874506 0.06651496 104 0.087421924 0.86410886 0.04846921 105 0.047093829 0.91326454 0.03964163 106 0.240004078 0.62346602 0.13652991 107 0.492328993 0.28585112 0.22181988 108 0.107517809 0.78055547 0.11192672 109 0.188074319 0.50833051 0.30359517 110 0.047093829 0.91326454 0.03964163 111 0.544252329 0.22603640 0.22971127 112 0.214627966 0.65922501 0.12614702 113 0.087421924 0.86410886 0.04846921 114 0.190880566 0.69320596 0.11591348 115 0.028611908 0.92423498 0.04715312 116 0.333398143 0.44485269 0.22174917 117 0.472820973 0.23527125 0.29190778 118 0.148693645 0.75491731 0.09638905 119 0.084739974 0.84874506 0.06651496 120 0.119480637 0.72957549 0.15094387 121 0.222181926 0.67980508 0.09801300 122 0.097744704 0.82799739 0.07425791 123 0.086510112 0.74831908 0.16517081 124 0.196762144 0.52193921 0.28129864 125 0.005391826 0.95336544 0.04124273 126 0.061961104 0.75925269 0.17878621 127 0.016253670 0.77983038 0.20391595 128 0.206990654 0.10900788 0.68400146 129 0.085031917 0.74245659 0.17251149 130 0.409758383 0.24200529 0.34823632 131 0.239072613 0.14829227 0.61263512 132 0.259482529 0.13485730 0.60566017 133 0.131161326 0.43038522 0.43845345 134 0.292212287 0.17887363 0.52891409 135 0.634321437 0.08186283 0.28381573 136 0.356932958 0.21361144 0.42945560 137 0.723452023 0.05626726 0.22028071 138 0.252626293 0.04157023 0.70580348 139 0.104228422 0.64739806 0.24837352 140 0.495446246 0.20850451 0.29604924 141 0.393228271 0.07381608 0.53295564 142 0.482055631 0.01710569 0.50083868 143 0.287607250 0.20622045 0.50617230 144 0.516989716 0.18401263 0.29899766 145 0.313066913 0.36476751 0.32216558 146 0.590854975 0.17553049 0.23361453 147 0.380258629 0.16431593 0.45542544 148 0.301545734 0.29829821 0.40015605 149 0.189978664 0.13986801 0.67015333 150 0.260129913 0.11541774 0.62445235 151 0.208007386 0.55482318 0.23716944 152 0.211643282 0.65617700 0.13217972 153 0.413151647 0.04736148 0.53948687 154 0.233295270 0.08706378 0.67964095 155 0.058597486 0.20082822 0.74057430 156 0.350283805 0.04030951 0.60940668 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