DEVELOPMENT... OpenML
Run
35006

Run 35006

Task 4244 (Supervised Classification) prnn_crabs 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
0.9757
Per class
Build CPU time
0.3022
Build memory
2291694118.08
F measure
0.9295
Per class
Kappa
0.859
KB relative information score
1426.7122
Mean absolute error
0.1605
Mean prior absolute error
0.5
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9296
Per class
Predictive accuracy
0.9295
Prior entropy
1
Recall
0.9295
Per class
Relative absolute error
0.321
Root mean prior squared error
0.5
Root mean squared error
0.2456
Root relative squared error
0.4912
SciMark benchmark
950.1049