DEVELOPMENT... OpenML
Run
31418

Run 31418

Task 3057 (Supervised Classification) SPECTF 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)_I80
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 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
0.9265
Per class
Build CPU time
0.787
Build memory
1393143264
F measure
0.8875
Per class
Kappa
0.7262
KB relative information score
56.1312
Mean absolute error
0.2166
Mean prior absolute error
0.4035
Number of instances
115
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8881
Per class
Predictive accuracy
0.887
Prior entropy
0.8464
Recall
0.887
Per class
Relative absolute error
0.5369
Root mean prior squared error
0.4525
Root mean squared error
0.3155
Root relative squared error
0.6973
SciMark benchmark
929.3075