DEVELOPMENT... OpenML
Run
55682

Run 55682

Task 3798 (Supervised Classification) fri_c1_250_10 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
0.9563
Per class
Build CPU time
4.9567
Build memory
1460807480
F measure
0.8679
Per class
Kappa
0.7319
KB relative information score
159.7438
Mean absolute error
0.1906
Mean prior absolute error
0.4929
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8679
Per class
Predictive accuracy
0.868
Prior entropy
0.9898
Recall
0.868
Per class
Relative absolute error
0.3867
Root mean prior squared error
0.4964
Root mean squared error
0.291
Root relative squared error
0.5862
SciMark benchmark
944.5105