DEVELOPMENT... OpenML
Run
147304

Run 147304

Task 3857 (Supervised Classification) vehicle 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
0.9943
Per class
F measure
0.9683
Per class
Kappa
0.9177
KB relative information score
736.6609
Mean absolute error
0.049
Mean prior absolute error
0.3828
Number of instances
846
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9688
Per class
Predictive accuracy
0.9681
Prior entropy
0.8241
Recall
0.9681
Per class
Relative absolute error
0.1281
Root mean prior squared error
0.4374
Root mean squared error
0.156
Root relative squared error
0.3567
SciMark benchmark
945.6434
UserCPU time millis
3350
UserCPU time millis testing
3340
UserCPU time millis training
10