Run
522038

Run 522038

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

classif.probit(5)Learner classif.probit from package(s) stats.
classif.probit(5)_seed1
classif.probit(5)_kindMersenne-Twister
classif.probit(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
0.8367
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8439
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6758
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13869.1853
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1558
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
0.8437
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8442
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.8442
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.323
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3947
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8037
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.312
UserCPU time millis testing
0.045
UserCPU time millis training
9.267