DEVELOPMENT... OpenML
Run
147244

Run 147244

Task 3797 (Supervised Classification) socmob 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
0.9756
Per class
F measure
0.9366
Per class
Kappa
0.8156
KB relative information score
895.9647
Mean absolute error
0.0702
Mean prior absolute error
0.3451
Number of instances
1156
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9365
Per class
Predictive accuracy
0.9369
Prior entropy
0.7637
Recall
0.9369
Per class
Relative absolute error
0.2034
Root mean prior squared error
0.4152
Root mean squared error
0.2166
Root relative squared error
0.5218
SciMark benchmark
901.0726
UserCPU time millis
4430
UserCPU time millis testing
4420
UserCPU time millis training
10