Run
516786

Run 516786

Task 9906 (Supervised Classification) autoUniv-au7-1100 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
0.6252
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4038
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2531
Cross-validation details (10-fold Crossvalidation)
KB relative information score
352.9822
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2324
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3154
Cross-validation details (10-fold Crossvalidation)
Number of instances
1100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4077
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4191
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.281
Cross-validation details (10-fold Crossvalidation)
Recall
0.4191
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7367
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.482
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2139
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
108.938
UserCPU time millis testing
22.456
UserCPU time millis training
86.482