DEVELOPMENT... OpenML
Run
57782

Run 57782

Task 3917 (Supervised Classification) kc1 Uploaded 13-11-2014 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)_I40
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
0.8309
Per class
Build CPU time
92.8419
Build memory
1130811343.89
F measure
0.8417
Per class
Kappa
0.3431
KB relative information score
268.627
Mean absolute error
0.1888
Mean prior absolute error
0.2616
Number of instances
2109
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8375
Per class
Predictive accuracy
0.8582
Prior entropy
0.622
Recall
0.8582
Per class
Relative absolute error
0.7218
Root mean prior squared error
0.3615
Root mean squared error
0.3181
Root relative squared error
0.8799
SciMark benchmark
912.4676