DEVELOPMENT... OpenML
Run
147260

Run 147260

Task 3813 (Supervised Classification) arsenic-female-lung 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
0.8772
Per class
F measure
0.9873
Per class
Kappa
0.8043
KB relative information score
226.2959
Mean absolute error
0.0189
Mean prior absolute error
0.0672
Number of instances
559
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9872
Per class
Predictive accuracy
0.9875
Prior entropy
0.222
Recall
0.9875
Per class
Relative absolute error
0.2813
Root mean prior squared error
0.1812
Root mean squared error
0.1058
Root relative squared error
0.5838
SciMark benchmark
901.0726
UserCPU time millis
710
UserCPU time millis testing
710