Run
522035

Run 522035

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

classif.plr(6)Learner classif.plr from package(s) stepPlr.
classif.plr(6)_seed1
classif.plr(6)_kindMersenne-Twister
classif.plr(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
0.8
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8118
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6078
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12525.9911
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1867
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
0.8123
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8133
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.8133
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3871
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4321
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8798
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
237.234
UserCPU time millis testing
0.764
UserCPU time millis training
236.47