DEVELOPMENT... OpenML
Run
27022

Run 27022

Task 3610 (Supervised Classification) fri_c3_250_5 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
0.9307
Per class
Build CPU time
0.0315
Build memory
144924376.8
F measure
0.8602
Per class
Kappa
0.7162
KB relative information score
157.1953
Mean absolute error
0.1908
Mean prior absolute error
0.4919
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8606
Per class
Predictive accuracy
0.86
Prior entropy
0.9883
Recall
0.86
Per class
Relative absolute error
0.3878
Root mean prior squared error
0.4959
Root mean squared error
0.3178
Root relative squared error
0.6409
SciMark benchmark
947.174

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