DEVELOPMENT... OpenML
Run
145943

Run 145943

Task 3555 (Supervised Classification) prnn_synth 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
0.9102
Per class
F measure
0.8358
Per class
Kappa
0.672
KB relative information score
163.8969
Mean absolute error
0.1731
Mean prior absolute error
0.5
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8378
Per class
Predictive accuracy
0.836
Prior entropy
1
Recall
0.836
Per class
Relative absolute error
0.3461
Root mean prior squared error
0.5
Root mean squared error
0.372
Root relative squared error
0.7441
SciMark benchmark
1109.8407
UserCPU time millis
20
UserCPU time millis training
20