Run
522048

Run 522048

Task 3687 (Supervised Classification) cal_housing Uploaded 07-02-2016 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
0.8816
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8891
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7693
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15841.8702
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1104
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4824
Cross-validation details (10-fold Crossvalidation)
Number of instances
20640
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8894
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8896
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.8896
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2289
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3323
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6766
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2692.99
UserCPU time millis testing
488.913
UserCPU time millis training
2204.077