DEVELOPMENT... OpenML
Run
29020

Run 29020

Task 3898 (Supervised Classification) kc1-top5 Uploaded 10-10-2014 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)_I40
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
0.812
Per class
Build CPU time
0.1526
Build memory
3951506180.1931
F measure
0.9158
Per class
Kappa
0.1163
KB relative information score
-56.6339
Mean absolute error
0.0915
Mean prior absolute error
0.1096
Number of instances
145
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9086
Per class
Predictive accuracy
0.9241
Prior entropy
0.3323
Recall
0.9241
Per class
Relative absolute error
0.8342
Root mean prior squared error
0.2284
Root mean squared error
0.2234
Root relative squared error
0.9779
SciMark benchmark
938.0851