Run
523395

Run 523395

Task 9964 (Supervised Classification) semeion 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
0.9697
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9455
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9393
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1501.8968
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0109
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
1593
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9462
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9454
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9454
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0607
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1045
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3484
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
146.133
UserCPU time millis testing
17.815
UserCPU time millis training
128.318