DEVELOPMENT... OpenML
Run
117501

Run 117501

Task 1817 (Supervised Classification) vehicle Uploaded 10-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LADTree(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_LADTree(2)_I40
weka.AdaBoostM1_LADTree(2)_P100
weka.AdaBoostM1_LADTree(2)_S1
weka.AdaBoostM1_LADTree(2)_Wweka.classifiers.trees.LADTree
weka.LADTree(2)_B10

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
0.9197
Per class
Build CPU time
4.1239
Build memory
358648533.6
F measure
0.7487
Per class
Kappa
0.6673
KB relative information score
2943.7197
Mean absolute error
0.1346
Mean prior absolute error
0.3748
Number of instances
4230
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7481
Per class
Predictive accuracy
0.7506
Prior entropy
1.9991
Recall
0.7506
Per class
Relative absolute error
0.3592
Root mean prior squared error
0.4329
Root mean squared error
0.2977
Root relative squared error
0.6876
SciMark benchmark
902.712