DEVELOPMENT... OpenML
Run
55832

Run 55832

Task 244 (Supervised Classification) mfeat-fourier 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
0.982
Per class
Build CPU time
3101.642
Build memory
181342008
F measure
0.8415
Per class
Kappa
0.8231
KB relative information score
558.1153
Mean absolute error
0.042
Mean prior absolute error
0.18
Number of instances
660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8448
Per class
Predictive accuracy
0.8409
Prior entropy
3.3219
Recall
0.8409
Per class
Relative absolute error
0.2331
Root mean prior squared error
0.3
Root mean squared error
0.1482
Root relative squared error
0.494
SciMark benchmark
938.4414