Run
512296

Run 512296

Task 3877 (Supervised Classification) analcatdata_dmft Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(5)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(5)_na.actionna.impute
classif.randomForestSRC(5)_seed1
classif.randomForestSRC(5)_kindMersenne-Twister
classif.randomForestSRC(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
0.4752
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6984
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0698
Cross-validation details (10-fold Crossvalidation)
KB relative information score
83.0583
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2384
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3138
Cross-validation details (10-fold Crossvalidation)
Number of instances
797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6476
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7616
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7123
Cross-validation details (10-fold Crossvalidation)
Recall
0.7616
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7597
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3958
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4883
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2336
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
100.689
UserCPU time millis testing
11.561
UserCPU time millis training
89.128