DEVELOPMENT... OpenML
Run
31728

Run 31728

Task 4378 (Supervised Classification) fri_c0_100_10 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)_I160
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
0.8953
Per class
Build CPU time
0.1044
Build memory
149876491.04
F measure
0.821
Per class
Kappa
0.6376
KB relative information score
410.4061
Mean absolute error
0.3111
Mean prior absolute error
0.4951
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8225
Per class
Predictive accuracy
0.822
Prior entropy
0.9931
Recall
0.822
Per class
Relative absolute error
0.6283
Root mean prior squared error
0.4975
Root mean squared error
0.3676
Root relative squared error
0.739
SciMark benchmark
937.5581