Run
522034

Run 522034

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

classif.PART(6)Learner classif.PART from package(s) RWeka.
classif.PART(6)_seed1
classif.PART(6)_kindMersenne-Twister
classif.PART(6)_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
0.8458
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8552
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6986
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14384.9887
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1439
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
0.8556
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8561
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.8561
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2984
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3794
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7725
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
23.077
UserCPU time millis testing
0.399
UserCPU time millis training
22.678