DEVELOPMENT... OpenML
Run
33417

Run 33417

Task 4446 (Supervised Classification) fri_c2_250_50 Uploaded 14-10-2014 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
0.9324
Per class
Build CPU time
4.1078
Build memory
460722241.44
F measure
0.8534
Per class
Kappa
0.7036
KB relative information score
1362.5561
Mean absolute error
0.2446
Mean prior absolute error
0.4954
Number of instances
2500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8607
Per class
Predictive accuracy
0.8552
Prior entropy
0.9934
Recall
0.8552
Per class
Relative absolute error
0.4937
Root mean prior squared error
0.4977
Root mean squared error
0.3248
Root relative squared error
0.6526
SciMark benchmark
943.142