Run
522015

Run 522015

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

classif.J48(21)Learner classif.J48 from package(s) RWeka.
classif.J48(21)_seed1
classif.J48(21)_kindMersenne-Twister
classif.J48(21)_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
0.8661
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8718
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7339
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15075.5337
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1281
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
0.8717
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8719
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.8719
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2654
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3578
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7286
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.63
UserCPU time millis testing
0.43
UserCPU time millis training
8.2