DEVELOPMENT... OpenML
Run
28288

Run 28288

Task 3807 (Supervised Classification) echoMonths Uploaded 09-10-2014 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
0.8079
Per class
Build CPU time
0.0268
Build memory
1441180176.8
F measure
0.7292
Per class
Kappa
0.4603
KB relative information score
54.9737
Mean absolute error
0.2954
Mean prior absolute error
0.4999
Number of instances
130
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7347
Per class
Predictive accuracy
0.7308
Prior entropy
0.9998
Recall
0.7308
Per class
Relative absolute error
0.5909
Root mean prior squared error
0.4999
Root mean squared error
0.4135
Root relative squared error
0.8271
SciMark benchmark
938.2781