DEVELOPMENT... OpenML
Run
112429

Run 112429

Task 3888 (Supervised Classification) grub-damage Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(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_J48(2)_I40
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.689
Per class
Build CPU time
0.0222
Build memory
1035290675.5613
F measure
0.69
Per class
Kappa
0.2707
KB relative information score
38.7846
Mean absolute error
0.3062
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
0.6861
Per class
Predictive accuracy
0.6968
Prior entropy
0.9027
Recall
0.6968
Per class
Relative absolute error
0.7067
Root mean prior squared error
0.465
Root mean squared error
0.5459
Root relative squared error
1.174
SciMark benchmark
873.8637