Run
519319

Run 519319

Task 9930 (Supervised Classification) volcanoes-b4 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
0.6436
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9552
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3253
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2422.2739
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0142
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0296
Cross-validation details (10-fold Crossvalidation)
Number of instances
10190
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9474
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9646
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2971
Cross-validation details (10-fold Crossvalidation)
Recall
0.9646
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4791
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1213
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.119
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9812
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
39.845
UserCPU time millis testing
1.826
UserCPU time millis training
38.019