DEVELOPMENT... OpenML
Run
4865

Run 4865

Task 2205 (Supervised Data Stream Classification) diabetes Uploaded 30-04-2014 by Felicia West
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Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(1)_zfalse

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.

20 Evaluation measures

Area under ROC curve
0.7824
Per class
Confusion matrix
F measure
0.7269
Per class
Kappa
0.3945
KB relative information score
314.2408
Mean absolute error
0.3028
Mean prior absolute error
0.5
Number of instances
768
Per class
Precision
0.7254
Per class
Predictive accuracy
0.7292
Prior entropy
1
Recall
0.7292
Per class
Relative absolute error
0.6056
Root mean prior squared error
0.5
Root mean squared error
0.4433
Root relative squared error
0.8866
Run CPU time
0.02