DEVELOPMENT... OpenML
Run
55707

Run 55707

Task 3807 (Supervised Classification) echoMonths Uploaded 12-11-2014 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
0.8232
Per class
Build CPU time
2.767
Build memory
56582581.6
F measure
0.7496
Per class
Kappa
0.5057
KB relative information score
53.6645
Mean absolute error
0.3053
Mean prior absolute error
0.4999
Number of instances
130
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7694
Per class
Predictive accuracy
0.7538
Prior entropy
0.9998
Recall
0.7538
Per class
Relative absolute error
0.6108
Root mean prior squared error
0.4999
Root mean squared error
0.397
Root relative squared error
0.7941
SciMark benchmark
939.9473