DEVELOPMENT... OpenML
Run
120816

Run 120816

Task 3497 (Supervised Classification) grub-damage Uploaded 11-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LMT(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_LMT(2)_I40
weka.AdaBoostM1_LMT(2)_P100
weka.AdaBoostM1_LMT(2)_S1
weka.AdaBoostM1_LMT(2)_Wweka.classifiers.trees.LMT
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
0.6243
Per class
Build CPU time
11.9204
Build memory
167099829.9355
F measure
0.3945
Per class
Kappa
0.165
KB relative information score
37.0217
Mean absolute error
0.3045
Mean prior absolute error
0.3638
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.397
Per class
Predictive accuracy
0.3935
Prior entropy
1.9281
Recall
0.3935
Per class
Relative absolute error
0.837
Root mean prior squared error
0.4263
Root mean squared error
0.5458
Root relative squared error
1.2802
SciMark benchmark
943.7751

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