Run
512200

Run 512200

Task 9988 (Supervised Classification) wholesale-customers Uploaded 28-01-2016 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
0.9083
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9183
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8135
Cross-validation details (10-fold Crossvalidation)
KB relative information score
352.6987
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0818
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4374
Cross-validation details (10-fold Crossvalidation)
Number of instances
440
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9185
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9182
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9082
Cross-validation details (10-fold Crossvalidation)
Recall
0.9182
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.187
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.286
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6118
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.105
UserCPU time millis testing
0.111
UserCPU time millis training
3.994