Run
522005

Run 522005

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

classif.blackboost(4)Learner classif.blackboost from package(s) mboost, party.
classif.blackboost(4)_familyBinomial
classif.blackboost(4)_seed1
classif.blackboost(4)_kindMersenne-Twister
classif.blackboost(4)_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
0.8757
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8828
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7563
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15566.0733
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1168
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
0.8829
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8832
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.8832
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.242
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3417
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6958
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
112.182
UserCPU time millis testing
1.422
UserCPU time millis training
110.76