DEVELOPMENT... OpenML
Run
135439

Run 135439

Task 3058 (Supervised Classification) grub-damage Uploaded 28-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomTree(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_RandomTree(2)_I40
weka.AdaBoostM1_RandomTree(2)_P100
weka.AdaBoostM1_RandomTree(2)_S1
weka.AdaBoostM1_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.5412
Per class
Build CPU time
0.002
Build memory
493214616
F measure
0.3353
Per class
Kappa
0.0825
KB relative information score
8.2533
Mean absolute error
0.3392
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
0.348
Per class
Predictive accuracy
0.3333
Prior entropy
1.9281
Recall
0.3333
Per class
Relative absolute error
0.9353
Root mean prior squared error
0.425
Root mean squared error
0.5599
Root relative squared error
1.3173
SciMark benchmark
935.6292