DEVELOPMENT... OpenML
Run
146245

Run 146245

Task 3888 (Supervised Classification) grub-damage Uploaded 31-01-2015 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)_I160
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.

22 Evaluation measures

Area under ROC curve
0.628
Per class
F measure
0.7009
Per class
Kappa
0.2937
KB relative information score
44.4808
Mean absolute error
0.2912
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
0.6972
Per class
Predictive accuracy
0.7097
Prior entropy
0.9027
Recall
0.7097
Per class
Relative absolute error
0.672
Root mean prior squared error
0.465
Root mean squared error
0.5388
Root relative squared error
1.1589
SciMark benchmark
770.3451
UserCPU time millis
110
UserCPU time millis testing
10
UserCPU time millis training
100