DEVELOPMENT... OpenML
Run
146080

Run 146080

Task 3681 (Supervised Classification) puma8NH 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
0.8326
Per class
F measure
0.821
Per class
Kappa
0.6421
KB relative information score
5257.2082
Mean absolute error
0.1791
Mean prior absolute error
0.5
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8211
Per class
Predictive accuracy
0.821
Prior entropy
1
Recall
0.821
Per class
Relative absolute error
0.3583
Root mean prior squared error
0.5
Root mean squared error
0.4216
Root relative squared error
0.8433
SciMark benchmark
929.566
UserCPU time millis
124710
UserCPU time millis testing
2240
UserCPU time millis training
122470