DEVELOPMENT... OpenML
Run
46598

Run 46598

Task 4427 (Supervised Classification) hungarian Uploaded 03-11-2014 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
0.8951
Per class
Build CPU time
32.5617
Build memory
69379985.4204
F measure
0.8105
Per class
Kappa
0.586
KB relative information score
1502.3659
Mean absolute error
0.2271
Mean prior absolute error
0.4614
Number of instances
2940
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8101
Per class
Predictive accuracy
0.8122
Prior entropy
0.9439
Recall
0.8122
Per class
Relative absolute error
0.4923
Root mean prior squared error
0.4802
Root mean squared error
0.3531
Root relative squared error
0.7355
SciMark benchmark
946.2126