Run
509130

Run 509130

Task 3590 (Supervised Classification) analcatdata_vineyard Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(42)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(42)_seed1
classif.randomForest(42)_kindMersenne-Twister
classif.randomForest(42)_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
0.8639
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8635
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7244
Cross-validation details (10-fold Crossvalidation)
KB relative information score
337.6742
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1368
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8646
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8632
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8632
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2769
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3698
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7442
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.721
UserCPU time millis testing
0.099
UserCPU time millis training
5.622