DEVELOPMENT... OpenML
Run
145898

Run 145898

Task 3495 (Supervised Classification) SPECT 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
0.78
Per class
F measure
0.8194
Per class
Kappa
0.4353
KB relative information score
78.6373
Mean absolute error
0.2007
Mean prior absolute error
0.3284
Number of instances
267
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8163
Per class
Predictive accuracy
0.824
Prior entropy
0.738
Recall
0.824
Per class
Relative absolute error
0.6112
Root mean prior squared error
0.4044
Root mean squared error
0.3931
Root relative squared error
0.972
SciMark benchmark
943.6956
UserCPU time millis
70
UserCPU time millis training
70