Run
505995

Run 505995

Task 3577 (Supervised Classification) visualizing_livestock Uploaded 15-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(4)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(4)_na.actionna.impute
classif.randomForestSRC(4)_seed1
classif.randomForestSRC(4)_kindMersenne-Twister
classif.randomForestSRC(4)_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
0.5865
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3216
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1731
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32.0764
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2646
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.32
Cross-validation details (10-fold Crossvalidation)
Number of instances
130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3091
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3385
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.3385
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8269
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5144
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.286
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
33.844
UserCPU time millis testing
4.34
UserCPU time millis training
29.504