DEVELOPMENT... OpenML
Run
147287

Run 147287

Task 3841 (Supervised Classification) mfeat-factors 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
0.9986
Per class
F measure
0.994
Per class
Kappa
0.9671
KB relative information score
1874.5454
Mean absolute error
0.0076
Mean prior absolute error
0.1803
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
0.9941
Per class
Predictive accuracy
0.994
Prior entropy
0.4703
Recall
0.994
Per class
Relative absolute error
0.0423
Root mean prior squared error
0.3
Root mean squared error
0.0697
Root relative squared error
0.2323
SciMark benchmark
932.3943
UserCPU time millis
91280
UserCPU time millis testing
91250
UserCPU time millis training
30