Run
508981

Run 508981

Task 9963 (Supervised Classification) seismic-bumps Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ranger(3)Learner classif.ranger from package(s) ranger.
classif.ranger(3)_num.threads1
classif.ranger(3)_verboseFALSE
classif.ranger(3)_seed1
classif.ranger(3)_kindMersenne-Twister
classif.ranger(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
0.9393
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9185
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8786
Cross-validation details (10-fold Crossvalidation)
KB relative information score
186.7258
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.054
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
210
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9185
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.919
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.919
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1214
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2323
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4928
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.01
UserCPU time millis testing
0.157
UserCPU time millis training
0.853