Run
517180

Run 517180

Task 9907 (Supervised Classification) autoUniv-au6-400 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
0.5699
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2492
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.142
Cross-validation details (10-fold Crossvalidation)
KB relative information score
86.5394
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1588
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2075
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2114
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.365
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.7777
Cross-validation details (10-fold Crossvalidation)
Recall
0.365
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7649
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.322
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3984
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2375
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
61.124
UserCPU time millis testing
8.307
UserCPU time millis training
52.817