Run
522036

Run 522036

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

classif.nodeHarvest(5)Learner classif.nodeHarvest from package(s) nodeHarvest.
classif.nodeHarvest(5)_seed1
classif.nodeHarvest(5)_kindMersenne-Twister
classif.nodeHarvest(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
0.7415
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7642
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5075
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10812.2605
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2262
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
0.7816
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7738
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.7738
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4688
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4756
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9683
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1315.369
UserCPU time millis testing
0.254
UserCPU time millis training
1315.115