DEVELOPMENT... OpenML
Run
147343

Run 147343

Task 3896 (Supervised Classification) ada_agnostic Uploaded 02-02-2015 by Felicia West
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Flow

weka.Bagging_IBk(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_IBk(2)_I40
weka.Bagging_IBk(2)_P100
weka.Bagging_IBk(2)_S1
weka.Bagging_IBk(2)_Wweka.classifiers.lazy.IBk
weka.Bagging_IBk(2)_num-slots1
weka.IBk(2)_Atrue
weka.IBk(2)_K1
weka.IBk(2)_W0

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.

22 Evaluation measures

Area under ROC curve
0.7963
Per class
F measure
0.7703
Per class
Kappa
0.3788
KB relative information score
1422.8932
Mean absolute error
0.2309
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7684
Per class
Predictive accuracy
0.7725
Prior entropy
0.8085
Recall
0.7725
Per class
Relative absolute error
0.6188
Root mean prior squared error
0.4319
Root mean squared error
0.4112
Root relative squared error
0.9521
SciMark benchmark
929.566
UserCPU time millis
149780
UserCPU time millis testing
149730
UserCPU time millis training
50