DEVELOPMENT... OpenML
Run
119669

Run 119669

Task 3058 (Supervised Classification) grub-damage Uploaded 10-12-2014 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)_I10
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
0.5966
Per class
Build CPU time
1.613
Build memory
1962390120
F measure
0.2838
Per class
Kappa
0.0208
KB relative information score
6.2314
Mean absolute error
0.3461
Mean prior absolute error
0.3627
Number of instances
51
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.3252
Per class
Predictive accuracy
0.2745
Prior entropy
1.9281
Recall
0.2745
Per class
Relative absolute error
0.9542
Root mean prior squared error
0.425
Root mean squared error
0.5389
Root relative squared error
1.268
SciMark benchmark
890.3066

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