Run
523234

Run 523234

Task 3686 (Supervised Classification) house_16H Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.mda(3)Learner classif.mda from package(s) !mda.
classif.mda(3)_keep.fittedFALSE
classif.mda(3)_start.methodlvq
classif.mda(3)_seed1
classif.mda(3)_kindMersenne-Twister
classif.mda(3)_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
0.7582
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8175
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5505
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12443.1194
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1758
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4168
Cross-validation details (10-fold Crossvalidation)
Number of instances
22784
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8188
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8242
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.8242
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4218
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4193
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9185
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
477.716
UserCPU time millis testing
0.146
UserCPU time millis training
477.57