DEVELOPMENT... OpenML
Run
58582

Run 58582

Task 3898 (Supervised Classification) kc1-top5 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
0.9334
Per class
Build CPU time
2.2365
Build memory
1959329521.6552
F measure
0.9502
Per class
Kappa
0.508
KB relative information score
-38.6777
Mean absolute error
0.0863
Mean prior absolute error
0.1096
Number of instances
145
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.949
Per class
Predictive accuracy
0.9517
Prior entropy
0.3323
Recall
0.9517
Per class
Relative absolute error
0.7867
Root mean prior squared error
0.2284
Root mean squared error
0.2013
Root relative squared error
0.8813
SciMark benchmark
940.8364