Run
513860

Run 513860

Task 3495 (Supervised Classification) SPECT Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.probit(3)Learner classif.probit from package(s) stats.
classif.probit(3)_seed1
classif.probit(3)_kindMersenne-Twister
classif.probit(3)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7118
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8177
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4352
Cross-validation details (10-fold Crossvalidation)
KB relative information score
96.311
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1798
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3284
Cross-validation details (10-fold Crossvalidation)
Number of instances
267
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8156
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8202
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.738
Cross-validation details (10-fold Crossvalidation)
Recall
0.8202
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5474
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.424
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0484
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.365
UserCPU time millis testing
0.348
UserCPU time millis training
1.017