Run
522043

Run 522043

Task 3687 (Supervised Classification) cal_housing Uploaded 07-02-2016 by Rafael Gomes Mantovani
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Flow

classif.rotationForest(5)Learner classif.rotationForest from package(s) rotationForest.
classif.rotationForest(5)_seed1
classif.rotationForest(5)_kindMersenne-Twister
classif.rotationForest(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
0.8115
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8257
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.636
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13166.0084
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.172
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
0.8283
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.828
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.828
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3565
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4147
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8444
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
73.832
UserCPU time millis testing
0.543
UserCPU time millis training
73.289