DEVELOPMENT... OpenML
Run
34043

Run 34043

Task 4593 (Supervised Classification) grub-damage Uploaded 17-10-2014 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
0.7893
Per class
Build CPU time
0.5599
Build memory
226914563.4116
F measure
0.7454
Per class
Kappa
0.3966
KB relative information score
424.3016
Mean absolute error
0.3186
Mean prior absolute error
0.4332
Number of instances
1550
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7445
Per class
Predictive accuracy
0.7548
Prior entropy
0.9027
Recall
0.7548
Per class
Relative absolute error
0.7353
Root mean prior squared error
0.465
Root mean squared error
0.4054
Root relative squared error
0.8718
SciMark benchmark
924.9176