Run
511670

Run 511670

Task 3771 (Supervised Classification) chscase_census3 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(3)Learner classif.gbm from package(s) gbm.
classif.gbm(3)_seed1
classif.gbm(3)_kindMersenne-Twister
classif.gbm(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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3558
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15.1164
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.48
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2704
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.52
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.52
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9615
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6928
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3868
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.379
UserCPU time millis testing
0.05
UserCPU time millis training
0.329