Run
519282

Run 519282

Task 9927 (Supervised Classification) volcanoes-b1 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
0.6551
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9561
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3408
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2541.6138
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0139
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0296
Cross-validation details (10-fold Crossvalidation)
Number of instances
10176
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9498
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9652
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2974
Cross-validation details (10-fold Crossvalidation)
Recall
0.9652
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4698
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.118
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9717
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
41.706
UserCPU time millis testing
1.958
UserCPU time millis training
39.748