Run
523744

Run 523744

Task 3885 (Supervised Classification) mfeat-pixel Uploaded 11-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_na.actionna.impute
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(7)_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
0.965
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9929
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9599
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1891.3545
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.007
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1803
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9931
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.993
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4703
Cross-validation details (10-fold Crossvalidation)
Recall
0.993
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0388
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0837
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2789
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1111.383
UserCPU time millis testing
10.954
UserCPU time millis training
1100.429