Run
514246

Run 514246

Task 3659 (Supervised Classification) fri_c2_250_25 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
0.6705
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6755
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.342
Cross-validation details (10-fold Crossvalidation)
KB relative information score
85.0405
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.324
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4938
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6752
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.676
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9911
Cross-validation details (10-fold Crossvalidation)
Recall
0.676
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6562
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5692
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1456
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.828
UserCPU time millis testing
0.502
UserCPU time millis training
0.326