Run
502362

Run 502362

Task 3731 (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
0.8324
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8803
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6266
Cross-validation details (10-fold Crossvalidation)
KB relative information score
68.8181
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1231
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3135
Cross-validation details (10-fold Crossvalidation)
Number of instances
130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8857
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8769
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7158
Cross-validation details (10-fold Crossvalidation)
Recall
0.8769
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3926
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3941
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3508
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8901
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
23.31
UserCPU time millis testing
2.311
UserCPU time millis training
20.999