DEVELOPMENT... OpenML
Run
46448

Run 46448

Task 4654 (Supervised Classification) teachingAssistant Uploaded 01-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I160
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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.

21 Evaluation measures

Area under ROC curve
0.7639
Per class
Build CPU time
34.1254
Build memory
377631989.6318
F measure
0.6152
Per class
Kappa
0.4233
KB relative information score
545.6174
Mean absolute error
0.3207
Mean prior absolute error
0.4443
Number of instances
1510
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6184
Per class
Predictive accuracy
0.6152
Prior entropy
1.5845
Recall
0.6152
Per class
Relative absolute error
0.7217
Root mean prior squared error
0.4713
Root mean squared error
0.4245
Root relative squared error
0.9006
SciMark benchmark
944.0386