DEVELOPMENT... OpenML
Run
146053

Run 146053

Task 3662 (Supervised Classification) fri_c4_1000_50 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
0.9079
Per class
F measure
0.9028
Per class
Kappa
0.8025
KB relative information score
802.0902
Mean absolute error
0.0969
Mean prior absolute error
0.4928
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.903
Per class
Predictive accuracy
0.903
Prior entropy
0.9896
Recall
0.903
Per class
Relative absolute error
0.1966
Root mean prior squared error
0.4964
Root mean squared error
0.3101
Root relative squared error
0.6248
SciMark benchmark
929.566
UserCPU time millis
31800
UserCPU time millis testing
170
UserCPU time millis training
31630