DEVELOPMENT... OpenML
Run
27293

Run 27293

Task 4403 (Supervised Classification) bank32nh Uploaded 08-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I20
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
0.8677
Per class
Build CPU time
11.8261
Build memory
502681166.014
F measure
0.7968
Per class
Kappa
0.5173
KB relative information score
31313.61
Mean absolute error
0.2633
Mean prior absolute error
0.4281
Number of instances
81920
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7957
Per class
Predictive accuracy
0.801
Prior entropy
0.8937
Recall
0.801
Per class
Relative absolute error
0.6151
Root mean prior squared error
0.4627
Root mean squared error
0.3664
Root relative squared error
0.7919
SciMark benchmark
907.1119