DEVELOPMENT... OpenML
Run
110861

Run 110861

Task 1823 (Supervised Classification) iris 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)_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.

21 Evaluation measures

Area under ROC curve
0.9746
Per class
Build CPU time
0.0066
Build memory
147471922.4
F measure
0.9391
Per class
Kappa
0.908
KB relative information score
686.6155
Mean absolute error
0.0413
Mean prior absolute error
0.4444
Number of instances
750
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9398
Per class
Predictive accuracy
0.9387
Prior entropy
1.585
Recall
0.9387
Per class
Relative absolute error
0.093
Root mean prior squared error
0.4714
Root mean squared error
0.1989
Root relative squared error
0.422
SciMark benchmark
943.7751