DEVELOPMENT... OpenML
Run
146931

Run 146931

Task 3481 (Supervised Classification) isolet Uploaded 01-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9818
Per class
F measure
0.9562
Per class
Kappa
0.9545
KB relative information score
7459.7492
Mean absolute error
0.0034
Mean prior absolute error
0.074
Number of instances
7797
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9564
Per class
Predictive accuracy
0.9563
Prior entropy
4.7004
Recall
0.9563
Per class
Relative absolute error
0.0455
Root mean prior squared error
0.1923
Root mean squared error
0.0574
Root relative squared error
0.2984
SciMark benchmark
915.2795
UserCPU time millis
4910660
UserCPU time millis testing
5380
UserCPU time millis training
4905280