Run
507996

Run 507996

Task 3949 (Supervised Classification) teachingAssistant 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
0.787
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7114
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5734
Cross-validation details (10-fold Crossvalidation)
KB relative information score
92.2209
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1898
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7173
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7152
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.7152
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4273
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4357
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9244
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.512
UserCPU time millis testing
0.188
UserCPU time millis training
1.324