DEVELOPMENT... OpenML
Run
119693

Run 119693

Task 3497 (Supervised Classification) grub-damage Uploaded 10-12-2014 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)_I10
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
0.6396
Per class
Build CPU time
2.8102
Build memory
979487766.1935
F measure
0.4077
Per class
Kappa
0.1853
KB relative information score
40.2639
Mean absolute error
0.3017
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
0.4108
Per class
Predictive accuracy
0.4065
Prior entropy
1.9281
Recall
0.4065
Per class
Relative absolute error
0.8293
Root mean prior squared error
0.4263
Root mean squared error
0.5212
Root relative squared error
1.2225
SciMark benchmark
927.3354