DEVELOPMENT... OpenML
Run
147355

Run 147355

Task 3718 (Supervised Classification) boston 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)_I10
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
0.9006
Per class
F measure
0.8439
Per class
Kappa
0.6782
KB relative information score
329.1137
Mean absolute error
0.1705
Mean prior absolute error
0.4849
Number of instances
506
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.844
Per class
Predictive accuracy
0.8439
Prior entropy
0.9782
Recall
0.8439
Per class
Relative absolute error
0.3516
Root mean prior squared error
0.4924
Root mean squared error
0.3472
Root relative squared error
0.7052
SciMark benchmark
945.6434
UserCPU time millis
260
UserCPU time millis testing
260