DEVELOPMENT... OpenML
Run
146079

Run 146079

Task 3696 (Supervised Classification) autoMpg Uploaded 31-01-2015 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)_I160
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.

22 Evaluation measures

Area under ROC curve
0.9197
Per class
F measure
0.9196
Per class
Kappa
0.839
KB relative information score
333.7603
Mean absolute error
0.0804
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
0.9198
Per class
Predictive accuracy
0.9196
Prior entropy
0.9982
Recall
0.9196
Per class
Relative absolute error
0.1612
Root mean prior squared error
0.4994
Root mean squared error
0.2836
Root relative squared error
0.5678
SciMark benchmark
915.2795
UserCPU time millis
400
UserCPU time millis testing
30
UserCPU time millis training
370