DEVELOPMENT... OpenML
Run
146078

Run 146078

Task 3695 (Supervised Classification) fri_c2_250_10 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
0.8875
Per class
F measure
0.9024
Per class
Kappa
0.7866
KB relative information score
196.4089
Mean absolute error
0.0958
Mean prior absolute error
0.4633
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9054
Per class
Predictive accuracy
0.904
Prior entropy
0.9468
Recall
0.904
Per class
Relative absolute error
0.2067
Root mean prior squared error
0.4812
Root mean squared error
0.3091
Root relative squared error
0.6423
SciMark benchmark
915.2795
UserCPU time millis
830
UserCPU time millis testing
20
UserCPU time millis training
810