DEVELOPMENT... OpenML
Run
147268

Run 147268

Task 3821 (Supervised Classification) segment 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
0.9962
Per class
F measure
0.9965
Per class
Kappa
0.9859
KB relative information score
2243.4991
Mean absolute error
0.0057
Mean prior absolute error
0.2451
Number of instances
2310
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9966
Per class
Predictive accuracy
0.9965
Prior entropy
0.5925
Recall
0.9965
Per class
Relative absolute error
0.0233
Root mean prior squared error
0.3499
Root mean squared error
0.055
Root relative squared error
0.1572
SciMark benchmark
945.6434
UserCPU time millis
15630
UserCPU time millis testing
15600
UserCPU time millis training
30