Run
521232

Run 521232

Task 3601 (Supervised Classification) cpu_small Uploaded 06-02-2016 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
0.9004
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9227
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8153
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6599.5739
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0765
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9228
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9235
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.9235
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1814
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2767
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6024
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
52.929
UserCPU time millis testing
1.666
UserCPU time millis training
51.263