DEVELOPMENT... OpenML
Run
111429

Run 111429

Task 1817 (Supervised Classification) vehicle 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)_I80
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
0.8608
Per class
Build CPU time
1.254
Build memory
602978023.2
F measure
0.7633
Per class
Kappa
0.6882
KB relative information score
3041.848
Mean absolute error
0.117
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
0.7613
Per class
Predictive accuracy
0.7662
Prior entropy
1.9991
Recall
0.7662
Per class
Relative absolute error
0.3122
Root mean prior squared error
0.4329
Root mean squared error
0.3395
Root relative squared error
0.7841
SciMark benchmark
931.9671