DEVELOPMENT... OpenML
Run
164957

Run 164957

Task 3481 (Supervised Classification) isolet Uploaded 17-02-2015 by Felicia West
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Flow

weka.MultiBoostAB_DecisionStump(2)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_DecisionStump(2)_C3
weka.MultiBoostAB_DecisionStump(2)_I160
weka.MultiBoostAB_DecisionStump(2)_P100
weka.MultiBoostAB_DecisionStump(2)_S1
weka.MultiBoostAB_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

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
0.7232
Per class
F measure
0.0144
Per class
Kappa
0.0399
KB relative information score
1445.1678
Mean absolute error
0.0715
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
0.009
Per class
Predictive accuracy
0.0768
Prior entropy
4.7004
Recall
0.0768
Per class
Relative absolute error
0.9663
Root mean prior squared error
0.1923
Root mean squared error
0.1891
Root relative squared error
0.9831
SciMark benchmark
911.3823
UserCPU time millis
3310
UserCPU time millis testing
30
UserCPU time millis training
3280