Run
520491

Run 520491

Task 9967 (Supervised Classification) steel-plates-fault Uploaded 05-02-2016 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
0.6495
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6755
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2925
Cross-validation details (10-fold Crossvalidation)
KB relative information score
477.7841
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3277
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4531
Cross-validation details (10-fold Crossvalidation)
Number of instances
1941
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6802
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6723
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.6723
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7232
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5724
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2027
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.646
UserCPU time millis testing
0.021
UserCPU time millis training
3.625