DEVELOPMENT... OpenML
Run
55841

Run 55841

Task 242 (Supervised Classification) mfeat-factors Uploaded 12-11-2014 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)_I80
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
0.9996
Per class
Build CPU time
3519.06
Build memory
38635512
F measure
0.9848
Per class
Kappa
0.9831
KB relative information score
644.3414
Mean absolute error
0.0074
Mean prior absolute error
0.18
Number of instances
660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.985
Per class
Predictive accuracy
0.9848
Prior entropy
3.3219
Recall
0.9848
Per class
Relative absolute error
0.0413
Root mean prior squared error
0.3
Root mean squared error
0.0498
Root relative squared error
0.1661
SciMark benchmark
938.259