DEVELOPMENT... OpenML
Run
31401

Run 31401

Task 4590 (Supervised Classification) mfeat-pixel 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 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
0.9979
Per class
Build CPU time
2.3449
Build memory
586747017.28
F measure
0.987
Per class
Kappa
0.9262
KB relative information score
16909.3423
Mean absolute error
0.0271
Mean prior absolute error
0.1803
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9871
Per class
Predictive accuracy
0.9872
Prior entropy
0.4703
Recall
0.9872
Per class
Relative absolute error
0.1501
Root mean prior squared error
0.3
Root mean squared error
0.0976
Root relative squared error
0.3252
SciMark benchmark
941.3166

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