Run
518797

Run 518797

Task 9922 (Supervised Classification) volcanoes-d3 Uploaded 30-01-2016 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
0.5211
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9202
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0618
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1640.8948
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0228
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0428
Cross-validation details (10-fold Crossvalidation)
Number of instances
9285
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9105
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9429
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4114
Cross-validation details (10-fold Crossvalidation)
Recall
0.9429
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5333
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1461
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1511
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0345
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
43.711
UserCPU time millis testing
2.014
UserCPU time millis training
41.697