Run
508223

Run 508223

Task 3654 (Supervised Classification) fri_c1_100_10 Uploaded 27-01-2016 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
0.8406
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8401
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6796
Cross-validation details (10-fold Crossvalidation)
KB relative information score
67.8297
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.16
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4982
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8409
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.84
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9975
Cross-validation details (10-fold Crossvalidation)
Recall
0.84
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3211
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4991
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8014
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.649
UserCPU time millis testing
0.111
UserCPU time millis training
0.538