DEVELOPMENT... OpenML
Run
33764

Run 33764

Task 4530 (Supervised Classification) mfeat-morphological Uploaded 15-10-2014 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
0.9914
Per class
Build CPU time
3.5305
Build memory
646070873.68
F measure
0.9968
Per class
Kappa
0.9821
KB relative information score
19240.208
Mean absolute error
0.005
Mean prior absolute error
0.1803
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
0.9968
Per class
Predictive accuracy
0.9968
Prior entropy
0.4703
Recall
0.9968
Per class
Relative absolute error
0.028
Root mean prior squared error
0.3
Root mean squared error
0.056
Root relative squared error
0.1866
SciMark benchmark
926.6575