Run
512235

Run 512235

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.randomForestSRC(5)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(5)_na.actionna.impute
classif.randomForestSRC(5)_seed1
classif.randomForestSRC(5)_kindMersenne-Twister
classif.randomForestSRC(5)_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
0.5114
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.0739
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0224
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-338.2621
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.553
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
0.0472
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1705
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.1341
Cross-validation details (10-fold Crossvalidation)
Recall
0.1705
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.8696
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3839
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7437
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.937
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
19.397
UserCPU time millis testing
3.809
UserCPU time millis training
15.588