DEVELOPMENT... OpenML
Run
59920

Run 59920

Task 3781 (Supervised Classification) fri_c4_250_50 Uploaded 15-11-2014 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)_I10
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
0.8413
Per class
Build CPU time
3.542
Build memory
3268252442.4
F measure
0.7666
Per class
Kappa
0.5294
KB relative information score
98.4784
Mean absolute error
0.3127
Mean prior absolute error
0.4968
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
0.7687
Per class
Predictive accuracy
0.768
Prior entropy
0.9955
Recall
0.768
Per class
Relative absolute error
0.6294
Root mean prior squared error
0.4984
Root mean squared error
0.4044
Root relative squared error
0.8114
SciMark benchmark
944.3501