Run
508005

Run 508005

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

classif.randomForest(42)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(42)_seed1
classif.randomForest(42)_kindMersenne-Twister
classif.randomForest(42)_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
0.7724
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6937
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5439
Cross-validation details (10-fold Crossvalidation)
KB relative information score
88.1275
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2031
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
0.7046
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6954
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.6954
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4571
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4507
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9561
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
34.792
UserCPU time millis testing
0.103
UserCPU time millis training
34.689