DEVELOPMENT... OpenML
Run
34804

Run 34804

Task 1893 (Supervised Classification) breast-cancer Uploaded 20-10-2014 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
0.6744
Per class
Build CPU time
0.7159
Build memory
491583782.6545
F measure
0.7092
Per class
Kappa
0.2728
KB relative information score
409.4371
Mean absolute error
0.3565
Mean prior absolute error
0.4183
Number of instances
2860
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7237
Per class
Predictive accuracy
0.7423
Prior entropy
0.8796
Recall
0.7423
Per class
Relative absolute error
0.8523
Root mean prior squared error
0.457
Root mean squared error
0.4305
Root relative squared error
0.9419
SciMark benchmark
941.4537