DEVELOPMENT... OpenML
Run
147221

Run 147221

Task 3774 (Supervised Classification) fri_c2_250_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
0.9013
Per class
F measure
0.8242
Per class
Kappa
0.6436
KB relative information score
149.8675
Mean absolute error
0.2017
Mean prior absolute error
0.4929
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8244
Per class
Predictive accuracy
0.824
Prior entropy
0.9898
Recall
0.824
Per class
Relative absolute error
0.4093
Root mean prior squared error
0.4964
Root mean squared error
0.3651
Root relative squared error
0.7355
SciMark benchmark
945.6434
UserCPU time millis
220
UserCPU time millis testing
210
UserCPU time millis training
10