DEVELOPMENT... OpenML
Run
121931

Run 121931

Task 3497 (Supervised Classification) grub-damage Uploaded 13-12-2014 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)_I160
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
0.5764
Per class
Build CPU time
40.8999
Build memory
1103983643.7677
F measure
0.3624
Per class
Kappa
0.1231
KB relative information score
31.8381
Mean absolute error
0.3184
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
0.3651
Per class
Predictive accuracy
0.3613
Prior entropy
1.9281
Recall
0.3613
Per class
Relative absolute error
0.8753
Root mean prior squared error
0.4263
Root mean squared error
0.5628
Root relative squared error
1.3202
SciMark benchmark
899.4388