DEVELOPMENT... OpenML
Run
147310

Run 147310

Task 3840 (Supervised Classification) letter 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
0.9978
Per class
F measure
0.9986
Per class
Kappa
0.982
KB relative information score
19181.9165
Mean absolute error
0.0019
Mean prior absolute error
0.078
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9986
Per class
Predictive accuracy
0.9986
Prior entropy
0.2455
Recall
0.9986
Per class
Relative absolute error
0.0248
Root mean prior squared error
0.1975
Root mean squared error
0.0319
Root relative squared error
0.1614
SciMark benchmark
901.0726
UserCPU time millis
2384800
UserCPU time millis testing
2384610
UserCPU time millis training
190