DEVELOPMENT... OpenML
Run
131775

Run 131775

Task 1817 (Supervised Classification) vehicle Uploaded 26-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomForest(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_RandomForest(2)_I80
weka.AdaBoostM1_RandomForest(2)_P100
weka.AdaBoostM1_RandomForest(2)_S1
weka.AdaBoostM1_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.9268
Per class
Build CPU time
0.2169
Build memory
1074282930.4
F measure
0.7415
Per class
Kappa
0.6665
KB relative information score
2689.3598
Mean absolute error
0.1718
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
0.7367
Per class
Predictive accuracy
0.7499
Prior entropy
1.9991
Recall
0.7499
Per class
Relative absolute error
0.4584
Root mean prior squared error
0.4329
Root mean squared error
0.2794
Root relative squared error
0.6453
SciMark benchmark
942.3945