Run
522011

Run 522011

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

classif.glmboost(3)Learner classif.glmboost from package(s) mboost.
classif.glmboost(3)_familyBinomial
classif.glmboost(3)_mmstop
classif.glmboost(3)_seed1
classif.glmboost(3)_kindMersenne-Twister
classif.glmboost(3)_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
0.774
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7909
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.563
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11721.7588
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2052
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
0.795
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7948
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.7948
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4254
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.453
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9224
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
11.1
UserCPU time millis testing
0.049
UserCPU time millis training
11.051