DEVELOPMENT... OpenML
Run
31955

Run 31955

Task 4411 (Supervised Classification) stock 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
0.9934
Per class
Build CPU time
0.9438
Build memory
1190904495.04
F measure
0.9594
Per class
Kappa
0.9187
KB relative information score
8416.6772
Mean absolute error
0.0611
Mean prior absolute error
0.4996
Number of instances
9500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9594
Per class
Predictive accuracy
0.9594
Prior entropy
0.9995
Recall
0.9594
Per class
Relative absolute error
0.1222
Root mean prior squared error
0.4998
Root mean squared error
0.1716
Root relative squared error
0.3434
SciMark benchmark
948.0294