DEVELOPMENT... OpenML
Run
34126

Run 34126

Task 4607 (Supervised Classification) pc4 Uploaded 18-10-2014 by Felicia West
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I160
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.9335
Per class
Build CPU time
44.811
Build memory
1676720755.6115
F measure
0.892
Per class
Kappa
0.4427
KB relative information score
3541.8816
Mean absolute error
0.1355
Mean prior absolute error
0.2148
Number of instances
14580
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.894
Per class
Predictive accuracy
0.9057
Prior entropy
0.5368
Recall
0.9057
Per class
Relative absolute error
0.631
Root mean prior squared error
0.3274
Root mean squared error
0.2508
Root relative squared error
0.7662
SciMark benchmark
941.6626