Run
518760

Run 518760

Task 9921 (Supervised Classification) volcanoes-d2 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
0.5227
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9207
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0589
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1621.7676
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0225
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0423
Cross-validation details (10-fold Crossvalidation)
Number of instances
9172
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9056
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9437
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4071
Cross-validation details (10-fold Crossvalidation)
Recall
0.9437
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5314
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1453
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.15
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0328
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
45.319
UserCPU time millis testing
2.048
UserCPU time millis training
43.271