DEVELOPMENT... OpenML
Run
117012

Run 117012

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)_I80
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
0.9206
Per class
Build CPU time
6.5931
Build memory
380141313.6
F measure
0.7515
Per class
Kappa
0.6702
KB relative information score
2981.2062
Mean absolute error
0.1285
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
0.751
Per class
Predictive accuracy
0.7527
Prior entropy
1.9991
Recall
0.7527
Per class
Relative absolute error
0.3428
Root mean prior squared error
0.4329
Root mean squared error
0.3053
Root relative squared error
0.7052
SciMark benchmark
937.9603