DEVELOPMENT... OpenML
Run
95311

Run 95311

Task 3888 (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
0.7766
Per class
Build CPU time
0.0035
Build memory
142447936.929
F measure
0.7229
Per class
Kappa
0.3412
KB relative information score
38.6043
Mean absolute error
0.3273
Mean prior absolute error
0.4332
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
0.7219
Per class
Predictive accuracy
0.7355
Prior entropy
0.9027
Recall
0.7355
Per class
Relative absolute error
0.7555
Root mean prior squared error
0.465
Root mean squared error
0.417
Root relative squared error
0.8969
SciMark benchmark
945.1122