DEVELOPMENT... OpenML
Run
57954

Run 57954

Task 3707 (Supervised Classification) analcatdata_runshoes Uploaded 14-11-2014 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)_I40
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
0.7535
Per class
Build CPU time
0.8202
Build memory
1148935984
F measure
0.7333
Per class
Kappa
0.4444
KB relative information score
15.751
Mean absolute error
0.3655
Mean prior absolute error
0.4806
Number of instances
60
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7333
Per class
Predictive accuracy
0.7333
Prior entropy
0.9728
Recall
0.7333
Per class
Relative absolute error
0.7604
Root mean prior squared error
0.4899
Root mean squared error
0.4416
Root relative squared error
0.9014
SciMark benchmark
943.106