Run
539973

Run 539973

Task 3614 (Supervised Classification) analcatdata_wildcat Uploaded 22-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees3344
classif.gbm(7)_interaction.depth5
classif.gbm(7)_shrinkage0.000422
classif.gbm(7)_seed1
classif.gbm(7)_kindMersenne-Twister
classif.gbm(7)_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.

17 Evaluation measures

Area under ROC curve
0.6461
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7322
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3228
Cross-validation details (10-fold Crossvalidation)
KB relative information score
55.047
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2515
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4115
Cross-validation details (10-fold Crossvalidation)
Number of instances
163
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7308
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7485
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8699
Cross-validation details (10-fold Crossvalidation)
Recall
0.7485
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6113
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.453
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5015
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1071
Cross-validation details (10-fold Crossvalidation)