Run
522040

Run 522040

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

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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
0.8779
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8857
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7621
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15694.4978
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1138
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
0.886
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8862
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.8862
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2359
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3374
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6869
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
139.199
UserCPU time millis testing
2.11
UserCPU time millis training
137.089