DEVELOPMENT... OpenML
Run
131591

Run 131591

Task 3888 (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)_I160
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
0.7402
Per class
Build CPU time
0.0403
Build memory
1303425469.1097
F measure
0.6768
Per class
Kappa
0.2397
KB relative information score
27.723
Mean absolute error
0.342
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
0.6725
Per class
Predictive accuracy
0.6839
Prior entropy
0.9027
Recall
0.6839
Per class
Relative absolute error
0.7895
Root mean prior squared error
0.465
Root mean squared error
0.4457
Root relative squared error
0.9585
SciMark benchmark
945.0532