Run
523239

Run 523239

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

classif.pamr(5)Learner classif.pamr from package(s) pamr.
classif.pamr(5)_threshold.predict1
classif.pamr(5)_seed1
classif.pamr(5)_kindMersenne-Twister
classif.pamr(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
0.5106
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.598
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0295
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5590.8964
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2923
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
0.6906
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7077
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.7077
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7013
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5406
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1843
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
20.203
UserCPU time millis testing
0.064
UserCPU time millis training
20.139