Run
566831

Run 566831

Task 3687 (Supervised Classification) cal_housing Uploaded 26-04-2016 by Rafael Gomes Mantovani
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Flow

classif.cforest(9)Learner classif.cforest from package(s) party.
classif.cforest(9)_openml.seed1
classif.cforest(9)_openml.kindMersenne-Twister
classif.cforest(9)_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
0.8558
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8668
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7223
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14905.0028
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.132
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
0.8683
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.868
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.868
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2736
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3633
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7397
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5130.521
UserCPU time millis testing
1171.282
UserCPU time millis training
3959.239