DEVELOPMENT... OpenML
Run
16533

Run 16533

Task 2072 (Supervised Classification) covertype Uploaded 04-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(1)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(1)_I40
weka.AdaBoostM1_J48(1)_P100
weka.AdaBoostM1_J48(1)_S1
weka.AdaBoostM1_J48(1)_Wweka.classifiers.trees.J48
weka.J48(1)_C0.25
weka.J48(1)_M2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9418
Per class
F measure
0.8641
Per class
Kappa
0.7922
KB relative information score
84572.6692
Mean absolute error
0.0397
Mean prior absolute error
0.1853
Number of instances
110393
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8634
Per class
Predictive accuracy
0.8675
Prior entropy
1.8698
Recall
0.8675
Per class
Relative absolute error
0.2142
Root mean prior squared error
0.3044
Root mean squared error
0.1864
Root relative squared error
0.6126
SciMark benchmark
944.6569[566.67985740389281014.1868590421574478.28140966761225905.81899363791421758.3172656914378]