DEVELOPMENT... OpenML
Run
147183

Run 147183

Task 3734 (Supervised Classification) fri_c1_500_5 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
0.9031
Per class
F measure
0.8258
Per class
Kappa
0.6497
KB relative information score
304.6976
Mean absolute error
0.1996
Mean prior absolute error
0.4977
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8259
Per class
Predictive accuracy
0.826
Prior entropy
0.9967
Recall
0.826
Per class
Relative absolute error
0.401
Root mean prior squared error
0.4988
Root mean squared error
0.3586
Root relative squared error
0.7189
SciMark benchmark
936.6206
UserCPU time millis
1010
UserCPU time millis testing
1000
UserCPU time millis training
10