DEVELOPMENT... OpenML
Run
58675

Run 58675

Task 3689 (Supervised Classification) fri_c1_500_10 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
0.9732
Per class
Build CPU time
2.9334
Build memory
2632163452.8
F measure
0.92
Per class
Kappa
0.8384
KB relative information score
366.3103
Mean absolute error
0.1434
Mean prior absolute error
0.4954
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.92
Per class
Predictive accuracy
0.92
Prior entropy
0.9934
Recall
0.92
Per class
Relative absolute error
0.2894
Root mean prior squared error
0.4977
Root mean squared error
0.2526
Root relative squared error
0.5075
SciMark benchmark
940.8364