Run
516125

Run 516125

Task 3741 (Supervised Classification) fri_c2_250_50 Uploaded 28-01-2016 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
0.8193
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8233
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6425
Cross-validation details (10-fold Crossvalidation)
KB relative information score
160.8109
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.176
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4954
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8243
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.824
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9934
Cross-validation details (10-fold Crossvalidation)
Recall
0.824
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3552
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4195
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8429
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.566
UserCPU time millis testing
0.247
UserCPU time millis training
3.319