DEVELOPMENT... OpenML
Run
146575

Run 146575

Task 3658 (Supervised Classification) fri_c3_250_10 Uploaded 01-02-2015 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)_I80
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
0.9271
Per class
F measure
0.9277
Per class
Kappa
0.8543
KB relative information score
212.9541
Mean absolute error
0.0736
Mean prior absolute error
0.4968
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
0.9294
Per class
Predictive accuracy
0.928
Prior entropy
0.9955
Recall
0.928
Per class
Relative absolute error
0.148
Root mean prior squared error
0.4984
Root mean squared error
0.2694
Root relative squared error
0.5405
SciMark benchmark
945.3151
UserCPU time millis
470
UserCPU time millis testing
10
UserCPU time millis training
460