Run
572295

Run 572295

Task 9976 (Supervised Classification) madelon Uploaded 08-05-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(10)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(10)_openml.seed1
classif.randomForestSRC(10)_openml.kindMersenne-Twister
classif.randomForestSRC(10)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7369
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7357
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4738
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1232
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2631
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7412
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7369
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7369
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5262
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5129
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0258
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
844.952
UserCPU time millis testing
37.538
UserCPU time millis training
807.414