DEVELOPMENT... OpenML
Run
32239

Run 32239

Task 4474 (Supervised Classification) chscase_census5 Uploaded 13-10-2014 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)_I160
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
0.4874
Per class
Build CPU time
0.4293
Build memory
128713599.92
F measure
0.5015
Per class
Kappa
0.0155
KB relative information score
-27.2139
Mean absolute error
0.5024
Mean prior absolute error
0.4994
Number of instances
4000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.509
Per class
Predictive accuracy
0.513
Prior entropy
0.9991
Recall
0.513
Per class
Relative absolute error
1.006
Root mean prior squared error
0.4997
Root mean squared error
0.5099
Root relative squared error
1.0205
SciMark benchmark
948.3696