DEVELOPMENT... OpenML
Run
58732

Run 58732

Task 3726 (Supervised Classification) sleuth_ex2016 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)_I20
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
0.7868
Per class
Build CPU time
0.5696
Build memory
896159620.6897
F measure
0.7012
Per class
Kappa
0.4025
KB relative information score
27.0305
Mean absolute error
0.3537
Mean prior absolute error
0.4994
Number of instances
87
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.702
Per class
Predictive accuracy
0.7011
Prior entropy
0.9992
Recall
0.7011
Per class
Relative absolute error
0.7081
Root mean prior squared error
0.4997
Root mean squared error
0.4357
Root relative squared error
0.8719
SciMark benchmark
941.326