Run
512233

Run 512233

Task 9991 (Supervised Classification) wholesale-customers Uploaded 28-01-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.5117
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.0742
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0231
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-335.8063
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5515
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2958
Cross-validation details (10-fold Crossvalidation)
Number of instances
440
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.0474
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1727
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.1341
Cross-validation details (10-fold Crossvalidation)
Recall
0.1727
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.8645
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3839
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7426
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.9343
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.821
UserCPU time millis testing
0.107
UserCPU time millis training
3.714