DEVELOPMENT... OpenML
Run
121686

Run 121686

Task 3888 (Supervised Classification) grub-damage Uploaded 11-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LMT(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_LMT(2)_I80
weka.AdaBoostM1_LMT(2)_P100
weka.AdaBoostM1_LMT(2)_S1
weka.AdaBoostM1_LMT(2)_Wweka.classifiers.trees.LMT
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.5989
Per class
Build CPU time
9.7861
Build memory
711998959.5871
F measure
0.653
Per class
Kappa
0.1791
KB relative information score
27.007
Mean absolute error
0.3374
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
0.647
Per class
Predictive accuracy
0.6645
Prior entropy
0.9027
Recall
0.6645
Per class
Relative absolute error
0.7787
Root mean prior squared error
0.465
Root mean squared error
0.5775
Root relative squared error
1.2421
SciMark benchmark
892.8005