Run
517362

Run 517362

Task 9909 (Supervised Classification) autoUniv-au1-1000 Uploaded 29-01-2016 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
0.6295
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7527
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3151
Cross-validation details (10-fold Crossvalidation)
KB relative information score
376.7985
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.216
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3841
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7679
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.784
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.826
Cross-validation details (10-fold Crossvalidation)
Recall
0.784
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5624
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4648
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0609
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
68.302
UserCPU time millis testing
16.248
UserCPU time millis training
52.054