Run
508845

Run 508845

Task 3788 (Supervised Classification) visualizing_galaxy Uploaded 27-01-2016 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
0.6525
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6342
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3221
Cross-validation details (10-fold Crossvalidation)
KB relative information score
114.9137
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3189
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4965
Cross-validation details (10-fold Crossvalidation)
Number of instances
323
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.79
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6811
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.995
Cross-validation details (10-fold Crossvalidation)
Recall
0.6811
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6422
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4983
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5647
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1334
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.24
UserCPU time millis testing
0.029
UserCPU time millis training
0.211