DEVELOPMENT... OpenML
Run
46432

Run 46432

Task 4396 (Supervised Classification) sensory Uploaded 01-11-2014 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)_I160
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
0.7338
Per class
Build CPU time
44.5736
Build memory
2090643422.8417
F measure
0.6864
Per class
Kappa
0.3509
KB relative information score
1370.3176
Mean absolute error
0.3781
Mean prior absolute error
0.4856
Number of instances
5760
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6858
Per class
Predictive accuracy
0.6889
Prior entropy
0.9792
Recall
0.6889
Per class
Relative absolute error
0.7787
Root mean prior squared error
0.4927
Root mean squared error
0.4551
Root relative squared error
0.9237
SciMark benchmark
941.8931