Run
521911

Run 521911

Task 3627 (Supervised Classification) cpu_act Uploaded 07-02-2016 by Rafael Gomes Mantovani
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Flow

classif.pamr(5)Learner classif.pamr from package(s) pamr.
classif.pamr(5)_threshold.predict1
classif.pamr(5)_seed1
classif.pamr(5)_kindMersenne-Twister
classif.pamr(5)_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
0.8657
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8918
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7418
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5957.2334
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1074
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8915
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8926
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.8926
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2546
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3278
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7136
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.415
UserCPU time millis testing
0.028
UserCPU time millis training
7.387