Run
595182

Run 595182

Task 3954 (Supervised Classification) MagicTelescope Uploaded 21-06-2016 by Senderovich Nikita
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Flow

azure_two_class_boosted_decision_tree_on_telescope_flow(2)flow for uploading results of the gridsearch for instrument *azure_two_class_boosted_decision_tree* on dataset *telescope*

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Model readable

A human-readable description of the model that was built.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9365
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8841
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7431
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13871.1839
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1203
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.456
Cross-validation details (10-fold Crossvalidation)
Number of instances
19020
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8853
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8857
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.8857
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2639
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3126
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6546
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
767499
UserCPU time millis testing
28001
UserCPU time millis training
739498