Run
508001

Run 508001

Task 3949 (Supervised Classification) teachingAssistant Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(5)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(5)_na.actionna.impute
classif.randomForestSRC(5)_seed1
classif.randomForestSRC(5)_kindMersenne-Twister
classif.randomForestSRC(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
0.7825
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7065
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.564
Cross-validation details (10-fold Crossvalidation)
KB relative information score
90.8987
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1943
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
0.7228
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7086
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.7086
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4372
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4408
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9351
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
31.178
UserCPU time millis testing
3.36
UserCPU time millis training
27.818