DEVELOPMENT... OpenML
Run
95476

Run 95476

Task 3497 (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
0.5105
Per class
Build CPU time
0.0013
Build memory
68519152
F measure
0.2655
Per class
Kappa
0.0437
KB relative information score
9.2862
Mean absolute error
0.3586
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
0.2435
Per class
Predictive accuracy
0.329
Prior entropy
1.9281
Recall
0.329
Per class
Relative absolute error
0.9858
Root mean prior squared error
0.4263
Root mean squared error
0.4311
Root relative squared error
1.0113
SciMark benchmark
934.4754

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