DEVELOPMENT... OpenML
Run
27555

Run 27555

Task 1892 (Supervised Classification) mfeat-factors 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
0.9962
Per class
Build CPU time
12.7422
Build memory
796607964.96
F measure
0.945
Per class
Kappa
0.9389
KB relative information score
18232.1372
Mean absolute error
0.0269
Mean prior absolute error
0.18
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
0.9452
Per class
Predictive accuracy
0.9451
Prior entropy
3.3219
Recall
0.9451
Per class
Relative absolute error
0.1493
Root mean prior squared error
0.3
Root mean squared error
0.0978
Root relative squared error
0.326
SciMark benchmark
896.273