DEVELOPMENT... OpenML
Run
33423

Run 33423

Task 1890 (Supervised Classification) lymph 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
0.9125
Per class
Build CPU time
0.6638
Build memory
694448764.573
F measure
0.8112
Per class
Kappa
0.649
KB relative information score
787.278
Mean absolute error
0.1369
Mean prior absolute error
0.2677
Number of instances
1480
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8068
Per class
Predictive accuracy
0.8182
Prior entropy
1.2818
Recall
0.8182
Per class
Relative absolute error
0.5115
Root mean prior squared error
0.3639
Root mean squared error
0.2537
Root relative squared error
0.6971
SciMark benchmark
890.0411