DEVELOPMENT... OpenML
Run
53034

Run 53034

Task 3612 (Supervised Classification) fri_c1_250_25 Uploaded 07-11-2014 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
0.9372
Per class
Build CPU time
12.1903
Build memory
758512096.8
F measure
0.8879
Per class
Kappa
0.7707
KB relative information score
145.4225
Mean absolute error
0.2243
Mean prior absolute error
0.4897
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
0.8878
Per class
Predictive accuracy
0.888
Prior entropy
0.9852
Recall
0.888
Per class
Relative absolute error
0.458
Root mean prior squared error
0.4948
Root mean squared error
0.3088
Root relative squared error
0.6241
SciMark benchmark
942.9632