DEVELOPMENT... OpenML
Run
4578

Run 4578

Task 2206 (Supervised Data Stream Classification) ecoli 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
0.9457
Per class
Confusion matrix
F measure
0.7938
Per class
Kappa
0.7342
KB relative information score
273.1631
Mean absolute error
0.0469
Mean prior absolute error
0.2188
Number of instances
336
Per class
Precision
0.8536
Per class
Predictive accuracy
0.8125
Prior entropy
3
Recall
0.8125
Per class
Relative absolute error
0.2145
Root mean prior squared error
0.3307
Root mean squared error
0.1997
Root relative squared error
0.604
Run CPU time
0.01