Run
502322

Run 502322

Task 3577 (Supervised Classification) visualizing_livestock Uploaded 21-12-2015 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(2)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(2)_na.actionna.impute
classif.randomForestSRC(2)_seed1
classif.randomForestSRC(2)_kindMersenne-Twister
classif.randomForestSRC(2)_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
0.5817
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3149
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1635
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30.9377
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2677
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
0.303
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3308
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.3308
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8365
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5174
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2935
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
31.919
UserCPU time millis testing
3.015
UserCPU time millis training
28.904