Run
522042

Run 522042

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

classif.rda(7)Learner classif.rda from package(s) klaR.
classif.rda(7)_estimate.errorFALSE
classif.rda(7)_seed1
classif.rda(7)_kindMersenne-Twister
classif.rda(7)_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
0.8315
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8409
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.669
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13761.814
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1583
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
0.841
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8417
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.8417
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3281
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3979
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8101
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
220.844
UserCPU time millis testing
1.082
UserCPU time millis training
219.762