DEVELOPMENT... OpenML
Run
17905

Run 17905

Task 28 (Supervised Classification) optdigits Uploaded 09-06-2014 by Felicia West
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Flow

weka.MultiBoostAB_LWL_DecisionStump(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.LWL_DecisionStump(1)_Atrue
weka.LWL_DecisionStump(1)_K-1
weka.LWL_DecisionStump(1)_U0
weka.LWL_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump
weka.MultiBoostAB_LWL_DecisionStump(1)_C3
weka.MultiBoostAB_LWL_DecisionStump(1)_I20
weka.MultiBoostAB_LWL_DecisionStump(1)_P100
weka.MultiBoostAB_LWL_DecisionStump(1)_S1
weka.MultiBoostAB_LWL_DecisionStump(1)_Wweka.classifiers.lazy.LWL

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9685
Per class
F measure
0.7847
Per class
Kappa
0.7691
KB relative information score
3379.8008
Mean absolute error
0.1005
Mean prior absolute error
0.18
Number of instances
5620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8197
Per class
Predictive accuracy
0.7922
Prior entropy
3.3218
Recall
0.7922
Per class
Relative absolute error
0.5581
Root mean prior squared error
0.3
Root mean squared error
0.2038
Root relative squared error
0.6793
SciMark benchmark
947.3183[567.41723221127641015.2555353338006484.5405689113658912.75766683510371756.6205822745662]

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