DEVELOPMENT... OpenML
Run
46658

Run 46658

Task 3706 (Supervised Classification) stock Uploaded 04-11-2014 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
0.9937
Per class
Build CPU time
127.9581
Build memory
68238785.6
F measure
0.959
Per class
Kappa
0.9178
KB relative information score
849.9091
Mean absolute error
0.0561
Mean prior absolute error
0.4996
Number of instances
950
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.959
Per class
Predictive accuracy
0.9589
Prior entropy
0.9995
Recall
0.9589
Per class
Relative absolute error
0.1124
Root mean prior squared error
0.4998
Root mean squared error
0.1649
Root relative squared error
0.3299
SciMark benchmark
945.9825