Run
571874

Run 571874

Task 3021 (Supervised Classification) sick Uploaded 05-05-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(57)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(57)_openml.seed1
classif.randomForest(57)_openml.kindMersenne-Twister
classif.randomForest(57)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9097
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9858
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8724
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3119.5139
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0138
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1152
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9859
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9862
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3333
Cross-validation details (10-fold Crossvalidation)
Recall
0.9862
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1197
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1174
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4897
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
13.61
UserCPU time millis testing
0.269
UserCPU time millis training
13.341