Run
513368

Run 513368

Task 3806 (Supervised Classification) fri_c0_500_10 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.pamr(3)Learner classif.pamr from package(s) pamr.
classif.pamr(3)_threshold.predict1
classif.pamr(3)_seed1
classif.pamr(3)_kindMersenne-Twister
classif.pamr(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
0.8249
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8264
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6536
Cross-validation details (10-fold Crossvalidation)
KB relative information score
327.6768
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.172
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8357
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.828
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.828
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3444
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4147
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.83
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.317
UserCPU time millis testing
0.023
UserCPU time millis training
1.294