Run
507020

Run 507020

Task 3637 (Supervised Classification) analcatdata_michiganacc 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
0.7083
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7126
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4175
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44.8872
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.287
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
108
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7124
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.713
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9914
Cross-validation details (10-fold Crossvalidation)
Recall
0.713
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5811
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5358
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0782
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.592
UserCPU time millis testing
1.657
UserCPU time millis training
6.935