Run
522010

Run 522010

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

classif.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_seed1
classif.gbm(5)_kindMersenne-Twister
classif.gbm(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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4424
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2986.7858
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4063
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
0.3525
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5938
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.5938
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8421
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6374
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2978
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.376
UserCPU time millis testing
0.069
UserCPU time millis training
8.307