Run
502422

Run 502422

Task 3739 (Supervised Classification) analcatdata_chlamydia Uploaded 21-12-2015 by Rafael Gomes Mantovani
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Flow

classif.randomForest(38)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(38)_seed1
classif.randomForest(38)_kindMersenne-Twister
classif.randomForest(38)_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
0.6579
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.841
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4278
Cross-validation details (10-fold Crossvalidation)
KB relative information score
49.739
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.13
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3116
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.888
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.87
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.714
Cross-validation details (10-fold Crossvalidation)
Recall
0.87
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4172
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3606
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.919
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.204
UserCPU time millis testing
0.031
UserCPU time millis training
1.173