DEVELOPMENT... OpenML
Run
27586

Run 27586

Task 3693 (Supervised Classification) fri_c4_100_100 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
0.782
Per class
Build CPU time
0.1222
Build memory
5293127504.8
F measure
0.7687
Per class
Kappa
0.5444
KB relative information score
38.5999
Mean absolute error
0.3178
Mean prior absolute error
0.4982
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7865
Per class
Predictive accuracy
0.77
Prior entropy
0.9975
Recall
0.77
Per class
Relative absolute error
0.6378
Root mean prior squared error
0.4991
Root mean squared error
0.4143
Root relative squared error
0.8302
SciMark benchmark
937.4284