Run
522386

Run 522386

Task 3708 (Supervised Classification) house_8L Uploaded 08-02-2016 by Rafael Gomes Mantovani
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Flow

classif.lqa(6)Learner classif.lqa from package(s) lqa.
classif.lqa(6)_penaltylasso
classif.lqa(6)_lambda0.1
classif.lqa(6)_seed1
classif.lqa(6)_kindMersenne-Twister
classif.lqa(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
0.7853
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8472
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6212
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14252.9944
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.145
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
0.8549
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.855
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.855
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3479
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3808
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8342
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
65.059
UserCPU time millis testing
0.035
UserCPU time millis training
65.024