DEVELOPMENT... OpenML
Run
117726

Run 117726

Task 3696 (Supervised Classification) autoMpg 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
0.9444
Per class
Build CPU time
2.2919
Build memory
630807093.1256
F measure
0.9272
Per class
Kappa
0.854
KB relative information score
339.364
Mean absolute error
0.0735
Mean prior absolute error
0.4987
Number of instances
398
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9273
Per class
Predictive accuracy
0.9271
Prior entropy
0.9982
Recall
0.9271
Per class
Relative absolute error
0.1474
Root mean prior squared error
0.4994
Root mean squared error
0.2657
Root relative squared error
0.5322
SciMark benchmark
945.0532