DEVELOPMENT... OpenML
Run
54469

Run 54469

Task 3672 (Supervised Classification) kin8nm Uploaded 09-11-2014 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
0.9404
Per class
Build CPU time
453.4786
Build memory
2563021729.8838
F measure
0.8617
Per class
Kappa
0.7233
KB relative information score
4642.0812
Mean absolute error
0.2326
Mean prior absolute error
0.4998
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8617
Per class
Predictive accuracy
0.8617
Prior entropy
0.9998
Recall
0.8617
Per class
Relative absolute error
0.4654
Root mean prior squared error
0.4999
Root mean squared error
0.3185
Root relative squared error
0.6371
SciMark benchmark
942.9632