Run
523429

Run 523429

Task 12 (Supervised Classification) mfeat-factors Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_na.actionna.impute
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(7)_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
0.9825
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9685
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.965
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1934.1173
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0063
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9689
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9685
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.9685
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.035
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0794
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2646
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
249.241
UserCPU time millis testing
12.124
UserCPU time millis training
237.117