Run
502321

Run 502321

Task 3577 (Supervised Classification) visualizing_livestock 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
0.5529
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2778
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1058
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24.1058
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2862
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
0.2771
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2846
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.2846
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8942
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5349
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3373
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
39.272
UserCPU time millis testing
0.064
UserCPU time millis training
39.208