DEVELOPMENT... OpenML
Run
95664

Run 95664

Task 3058 (Supervised Classification) grub-damage Uploaded 08-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_DecisionStump(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_DecisionStump(2)_I10
weka.AdaBoostM1_DecisionStump(2)_P100
weka.AdaBoostM1_DecisionStump(2)_S1
weka.AdaBoostM1_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

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
0.5499
Per class
Build CPU time
0.001
Build memory
674367736
F measure
0.2427
Per class
Kappa
0.0599
KB relative information score
4.2049
Mean absolute error
0.3545
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
0.1827
Per class
Predictive accuracy
0.3725
Prior entropy
1.9281
Recall
0.3725
Per class
Relative absolute error
0.9774
Root mean prior squared error
0.425
Root mean squared error
0.4288
Root relative squared error
1.009
SciMark benchmark
945.4151