DEVELOPMENT... OpenML
Run
35100

Run 35100

Task 4512 (Supervised Classification) echoMonths Uploaded 22-10-2014 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)_I80
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
0.8276
Per class
Build CPU time
0.2428
Build memory
1105636692.64
F measure
0.7627
Per class
Kappa
0.5306
KB relative information score
548.77
Mean absolute error
0.303
Mean prior absolute error
0.4999
Number of instances
1300
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7795
Per class
Predictive accuracy
0.7662
Prior entropy
0.9998
Recall
0.7662
Per class
Relative absolute error
0.606
Root mean prior squared error
0.4999
Root mean squared error
0.3941
Root relative squared error
0.7884
SciMark benchmark
780.5117