DEVELOPMENT... OpenML
Run
147300

Run 147300

Task 3854 (Supervised Classification) car 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
0.9998
Per class
F measure
0.9913
Per class
Kappa
0.9793
KB relative information score
1159.98
Mean absolute error
0.1625
Mean prior absolute error
0.4199
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9913
Per class
Predictive accuracy
0.9913
Prior entropy
0.8813
Recall
0.9913
Per class
Relative absolute error
0.387
Root mean prior squared error
0.4582
Root mean squared error
0.2137
Root relative squared error
0.4664
SciMark benchmark
945.6434
UserCPU time millis
8200
UserCPU time millis testing
8180
UserCPU time millis training
20