DEVELOPMENT... OpenML
Run
132459

Run 132459

Task 3497 (Supervised Classification) grub-damage Uploaded 26-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomForest(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_RandomForest(2)_I40
weka.AdaBoostM1_RandomForest(2)_P100
weka.AdaBoostM1_RandomForest(2)_S1
weka.AdaBoostM1_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.6485
Per class
Build CPU time
0.0468
Build memory
676825141.2645
F measure
0.354
Per class
Kappa
0.1102
KB relative information score
31.3548
Mean absolute error
0.3247
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
0.3551
Per class
Predictive accuracy
0.3548
Prior entropy
1.9281
Recall
0.3548
Per class
Relative absolute error
0.8925
Root mean prior squared error
0.4263
Root mean squared error
0.4365
Root relative squared error
1.0239
SciMark benchmark
940.5537

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