DEVELOPMENT... OpenML
Run
29728

Run 29728

Task 4554 (Supervised Classification) analcatdata_marketing Uploaded 12-10-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I40
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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.

21 Evaluation measures

Area under ROC curve
0.4974
Per class
Build CPU time
0.0896
Build memory
1352788320.2813
F measure
0.5578
Per class
Kappa
-0.0252
KB relative information score
-125.4512
Mean absolute error
0.4339
Mean prior absolute error
0.4326
Number of instances
3640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5313
Per class
Predictive accuracy
0.6613
Prior entropy
0.901
Recall
0.6613
Per class
Relative absolute error
1.0029
Root mean prior squared error
0.4649
Root mean squared error
0.4769
Root relative squared error
1.0259
SciMark benchmark
943.3589