Run
1723052

Run 1723052

Task 14965 (Supervised Classification) bank-marketing Uploaded 24-07-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.RandomForest(9)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(9)_I100
weka.RandomForest(9)_K4
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.928
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8943
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4455
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9403.2485
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1295
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2066
Cross-validation details (10-fold Crossvalidation)
Number of instances
45211
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8921
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9044
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9044
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6266
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2531
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7876
Cross-validation details (10-fold Crossvalidation)
Total cost