Run
519245

Run 519245

Task 9932 (Supervised Classification) volcanoes-b6 Uploaded 04-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ranger(5)Learner classif.ranger from package(s) ranger.
classif.ranger(5)_num.threads1
classif.ranger(5)_verboseFALSE
classif.ranger(5)_seed1
classif.ranger(5)_kindMersenne-Twister
classif.ranger(5)_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
0.6608
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9567
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3584
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2630.1666
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0137
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0297
Cross-validation details (10-fold Crossvalidation)
Number of instances
10130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9496
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9656
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2978
Cross-validation details (10-fold Crossvalidation)
Recall
0.9656
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.463
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1215
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1172
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9647
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
39.18
UserCPU time millis testing
1.8
UserCPU time millis training
37.38