DEVELOPMENT... OpenML
Run
27121

Run 27121

Task 3620 (Supervised Classification) fri_c0_100_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
0.8887
Per class
Build CPU time
0.0134
Build memory
487586604
F measure
0.8301
Per class
Kappa
0.6584
KB relative information score
49.713
Mean absolute error
0.2646
Mean prior absolute error
0.4969
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
0.8304
Per class
Predictive accuracy
0.83
Prior entropy
0.9956
Recall
0.83
Per class
Relative absolute error
0.5325
Root mean prior squared error
0.4984
Root mean squared error
0.3649
Root relative squared error
0.7321
SciMark benchmark
934.3935